Overview
Brought to you by YData
Dataset statistics
| Number of variables | 81 |
|---|---|
| Number of observations | 1472 |
| Missing cells | 7904 |
| Missing cells (%) | 6.6% |
| Total size in memory | 931.6 KiB |
| Average record size in memory | 648.1 B |
Variable types
| Numeric | 38 |
|---|---|
| Text | 43 |
LotFrontage has 259 (17.6%) missing values | Missing |
Alley has 1380 (93.8%) missing values | Missing |
MasVnrType has 881 (59.9%) missing values | Missing |
BsmtQual has 37 (2.5%) missing values | Missing |
BsmtCond has 37 (2.5%) missing values | Missing |
BsmtExposure has 38 (2.6%) missing values | Missing |
BsmtFinType1 has 37 (2.5%) missing values | Missing |
BsmtFinType2 has 38 (2.6%) missing values | Missing |
FireplaceQu has 698 (47.4%) missing values | Missing |
GarageType has 84 (5.7%) missing values | Missing |
GarageYrBlt has 84 (5.7%) missing values | Missing |
GarageFinish has 84 (5.7%) missing values | Missing |
GarageQual has 84 (5.7%) missing values | Missing |
GarageCond has 84 (5.7%) missing values | Missing |
PoolQC has 1465 (99.5%) missing values | Missing |
Fence has 1188 (80.7%) missing values | Missing |
MiscFeature has 1417 (96.3%) missing values | Missing |
MiscVal is highly skewed (γ1 = 24.04195078) | Skewed |
MasVnrArea has 870 (59.1%) zeros | Zeros |
BsmtFinSF1 has 472 (32.1%) zeros | Zeros |
BsmtFinSF2 has 1302 (88.5%) zeros | Zeros |
BsmtUnfSF has 120 (8.2%) zeros | Zeros |
TotalBsmtSF has 37 (2.5%) zeros | Zeros |
2ndFlrSF has 837 (56.9%) zeros | Zeros |
LowQualFinSF has 1446 (98.2%) zeros | Zeros |
BsmtFullBath has 862 (58.6%) zeros | Zeros |
BsmtHalfBath has 1390 (94.4%) zeros | Zeros |
HalfBath has 921 (62.6%) zeros | Zeros |
Fireplaces has 698 (47.4%) zeros | Zeros |
GarageCars has 84 (5.7%) zeros | Zeros |
GarageArea has 84 (5.7%) zeros | Zeros |
WoodDeckSF has 767 (52.1%) zeros | Zeros |
OpenPorchSF has 659 (44.8%) zeros | Zeros |
EnclosedPorch has 1263 (85.8%) zeros | Zeros |
3SsnPorch has 1448 (98.4%) zeros | Zeros |
ScreenPorch has 1356 (92.1%) zeros | Zeros |
PoolArea has 1465 (99.5%) zeros | Zeros |
MiscVal has 1419 (96.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-07 23:28:52.654844 |
|---|---|
| Analysis finished | 2025-02-07 23:28:53.968984 |
| Duration | 1.31 second |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
Id
Real number (ℝ)
| Distinct | 1460 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 736.4021739 |
| Minimum | 1 |
|---|---|
| Maximum | 1460 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 74.55 |
| Q1 | 368.75 |
| median | 736.5 |
| Q3 | 1104.25 |
| 95-th percentile | 1398.45 |
| Maximum | 1460 |
| Range | 1459 |
| Interquartile range (IQR) | 735.5 |
Descriptive statistics
| Standard deviation | 424.9073334 |
|---|---|
| Coefficient of variation (CV) | 0.5770044528 |
| Kurtosis | -1.201742256 |
| Mean | 736.4021739 |
| Median Absolute Deviation (MAD) | 368 |
| Skewness | -0.001317816177 |
| Sum | 1083984 |
| Variance | 180546.242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1460 | 2 | 0.1% |
| 1454 | 2 | 0.1% |
| 1449 | 2 | 0.1% |
| 1451 | 2 | 0.1% |
| 1452 | 2 | 0.1% |
| 1453 | 2 | 0.1% |
| 1450 | 2 | 0.1% |
| 1455 | 2 | 0.1% |
| 1456 | 2 | 0.1% |
| 1457 | 2 | 0.1% |
| Other values (1450) | 1452 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 |
| Value | Count | Frequency (%) |
| 1460 | 2 | |
| 1459 | 2 | |
| 1458 | 2 | |
| 1457 | 2 | |
| 1456 | 2 |
MSSubClass
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.94293478 |
| Minimum | 20 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 20 |
| median | 50 |
| Q3 | 70 |
| 95-th percentile | 160 |
| Maximum | 190 |
| Range | 170 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 42.44757799 |
|---|---|
| Coefficient of variation (CV) | 0.7454406443 |
| Kurtosis | 1.573062665 |
| Mean | 56.94293478 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 1.40933619 |
| Sum | 83820 |
| Variance | 1801.796877 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 542 | |
| 60 | 300 | |
| 50 | 145 | 9.9% |
| 120 | 87 | 5.9% |
| 30 | 69 | 4.7% |
| 160 | 63 | 4.3% |
| 70 | 61 | 4.1% |
| 80 | 58 | 3.9% |
| 90 | 53 | 3.6% |
| 190 | 30 | 2.0% |
| Other values (5) | 64 | 4.3% |
| Value | Count | Frequency (%) |
| 20 | 542 | |
| 30 | 69 | 4.7% |
| 40 | 4 | 0.3% |
| 45 | 12 | 0.8% |
| 50 | 145 | 9.9% |
| Value | Count | Frequency (%) |
| 190 | 30 | 2.0% |
| 180 | 12 | 0.8% |
| 160 | 63 | |
| 120 | 87 | |
| 90 | 53 |
MSZoning
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 2 |
| Mean length | 2.033967391 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RL |
|---|---|
| 2nd row | RL |
| 3rd row | RL |
| 4th row | RL |
| 5th row | RL |
| Value | Count | Frequency (%) |
| rl | 1160 | |
| rm | 220 | 14.8% |
| fv | 66 | 4.5% |
| rh | 16 | 1.1% |
| c | 10 | 0.7% |
| all | 10 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 1396 | |
| L | 1160 | |
| M | 220 | 7.3% |
| F | 66 | 2.2% |
| V | 66 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| 10 | 0.3% | |
| ( | 10 | 0.3% |
| Other values (2) | 20 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2934 | |
| Lowercase Letter | 30 | 1.0% |
| Space Separator | 10 | 0.3% |
| Open Punctuation | 10 | 0.3% |
| Close Punctuation | 10 | 0.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 1396 | |
| L | 1160 | |
| M | 220 | 7.5% |
| F | 66 | 2.2% |
| V | 66 | 2.2% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 20 | |
| a | 10 |
Space Separator
| Value | Count | Frequency (%) |
| 10 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 10 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2964 | |
| Common | 30 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 1396 | |
| L | 1160 | |
| M | 220 | 7.4% |
| F | 66 | 2.2% |
| V | 66 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| a | 10 | 0.3% |
Common
| Value | Count | Frequency (%) |
| 10 | ||
| ( | 10 | |
| ) | 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 1396 | |
| L | 1160 | |
| M | 220 | 7.3% |
| F | 66 | 2.2% |
| V | 66 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| 10 | 0.3% | |
| ( | 10 | 0.3% |
| Other values (2) | 20 | 0.7% |
LotFrontage
Real number (ℝ)
Missing 
| Distinct | 110 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 259 |
| Missing (%) | 17.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.99340478 |
| Minimum | 21 |
|---|---|
| Maximum | 313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 59 |
| median | 69 |
| Q3 | 80 |
| 95-th percentile | 107 |
| Maximum | 313 |
| Range | 292 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 24.24248288 |
|---|---|
| Coefficient of variation (CV) | 0.3463538166 |
| Kurtosis | 17.42919531 |
| Mean | 69.99340478 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 2.151570524 |
| Sum | 84902 |
| Variance | 587.6979763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 144 | 9.8% |
| 70 | 71 | 4.8% |
| 80 | 69 | 4.7% |
| 50 | 57 | 3.9% |
| 75 | 54 | 3.7% |
| 65 | 44 | 3.0% |
| 85 | 41 | 2.8% |
| 78 | 26 | 1.8% |
| 21 | 24 | 1.6% |
| 90 | 24 | 1.6% |
| Other values (100) | 659 | |
| (Missing) | 259 | 17.6% |
| Value | Count | Frequency (%) |
| 21 | 24 | |
| 24 | 19 | |
| 30 | 6 | 0.4% |
| 32 | 5 | 0.3% |
| 33 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 313 | 2 | |
| 182 | 1 | |
| 174 | 2 | |
| 168 | 1 | |
| 160 | 1 |
LotArea
Real number (ℝ)
| Distinct | 1073 |
|---|---|
| Distinct (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10505.64606 |
| Minimum | 1300 |
|---|---|
| Maximum | 215245 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1300 |
|---|---|
| 5-th percentile | 3277.3 |
| Q1 | 7553.5 |
| median | 9475 |
| Q3 | 11601.5 |
| 95-th percentile | 17299.35 |
| Maximum | 215245 |
| Range | 213945 |
| Interquartile range (IQR) | 4048 |
Descriptive statistics
| Standard deviation | 9947.433778 |
|---|---|
| Coefficient of variation (CV) | 0.9468654971 |
| Kurtosis | 204.4069087 |
| Mean | 10505.64606 |
| Median Absolute Deviation (MAD) | 2000 |
| Skewness | 12.23476226 |
| Sum | 15464311 |
| Variance | 98951438.77 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7200 | 25 | 1.7% |
| 9600 | 24 | 1.6% |
| 6000 | 17 | 1.2% |
| 9000 | 15 | 1.0% |
| 10800 | 14 | 1.0% |
| 8400 | 14 | 1.0% |
| 1680 | 10 | 0.7% |
| 7500 | 10 | 0.7% |
| 6240 | 8 | 0.5% |
| 9100 | 8 | 0.5% |
| Other values (1063) | 1327 |
| Value | Count | Frequency (%) |
| 1300 | 1 | 0.1% |
| 1477 | 1 | 0.1% |
| 1491 | 1 | 0.1% |
| 1526 | 1 | 0.1% |
| 1533 | 3 |
| Value | Count | Frequency (%) |
| 215245 | 1 | |
| 164660 | 1 | |
| 159000 | 1 | |
| 115149 | 1 | |
| 70761 | 1 |
Street
Text
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pave |
|---|---|
| 2nd row | Pave |
| 3rd row | Pave |
| 4th row | Pave |
| 5th row | Pave |
| Value | Count | Frequency (%) |
| pave | 1466 | |
| grvl | 6 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| v | 1472 | |
| P | 1466 | |
| a | 1466 | |
| e | 1466 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4416 | |
| Uppercase Letter | 1472 | 25.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| v | 1472 | |
| a | 1466 | |
| e | 1466 | |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 1466 | |
| G | 6 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5888 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| v | 1472 | |
| P | 1466 | |
| a | 1466 | |
| e | 1466 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5888 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| v | 1472 | |
| P | 1466 | |
| a | 1466 | |
| e | 1466 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Alley
Text
Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 1380 |
| Missing (%) | 93.8% |
| Memory size | 11.6 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Grvl |
|---|---|
| 2nd row | Pave |
| 3rd row | Pave |
| 4th row | Grvl |
| 5th row | Pave |
| Value | Count | Frequency (%) |
| grvl | 50 | |
| pave | 42 |
Most occurring characters
| Value | Count | Frequency (%) |
| v | 92 | |
| G | 50 | |
| r | 50 | |
| l | 50 | |
| P | 42 | |
| a | 42 | |
| e | 42 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 276 | |
| Uppercase Letter | 92 | 25.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| v | 92 | |
| r | 50 | |
| l | 50 | |
| a | 42 | |
| e | 42 |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 50 | |
| P | 42 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 368 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| v | 92 | |
| G | 50 | |
| r | 50 | |
| l | 50 | |
| P | 42 | |
| a | 42 | |
| e | 42 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 368 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| v | 92 | |
| G | 50 | |
| r | 50 | |
| l | 50 | |
| P | 42 | |
| a | 42 | |
| e | 42 |
LotShape
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Reg |
|---|---|
| 2nd row | Reg |
| 3rd row | IR1 |
| 4th row | IR1 |
| 5th row | IR1 |
| Value | Count | Frequency (%) |
| reg | 937 | |
| ir1 | 484 | |
| ir2 | 41 | 2.8% |
| ir3 | 10 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 1472 | |
| e | 937 | |
| g | 937 | |
| I | 535 | 12.1% |
| 1 | 484 | 11.0% |
| 2 | 41 | 0.9% |
| 3 | 10 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2007 | |
| Lowercase Letter | 1874 | |
| Decimal Number | 535 | 12.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 484 | |
| 2 | 41 | 7.7% |
| 3 | 10 | 1.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 1472 | |
| I | 535 | 26.7% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 937 | |
| g | 937 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3881 | |
| Common | 535 | 12.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 1472 | |
| e | 937 | |
| g | 937 | |
| I | 535 | 13.8% |
Common
| Value | Count | Frequency (%) |
| 1 | 484 | |
| 2 | 41 | 7.7% |
| 3 | 10 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4416 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 1472 | |
| e | 937 | |
| g | 937 | |
| I | 535 | 12.1% |
| 1 | 484 | 11.0% |
| 2 | 41 | 0.9% |
| 3 | 10 | 0.2% |
LandContour
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Lvl |
|---|---|
| 2nd row | Lvl |
| 3rd row | Lvl |
| 4th row | Lvl |
| 5th row | Lvl |
| Value | Count | Frequency (%) |
| lvl | 1323 | |
| bnk | 63 | 4.3% |
| hls | 50 | 3.4% |
| low | 36 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 1409 | |
| v | 1323 | |
| l | 1323 | |
| B | 63 | 1.4% |
| n | 63 | 1.4% |
| k | 63 | 1.4% |
| H | 50 | 1.1% |
| S | 50 | 1.1% |
| o | 36 | 0.8% |
| w | 36 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2844 | |
| Uppercase Letter | 1572 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| v | 1323 | |
| l | 1323 | |
| n | 63 | 2.2% |
| k | 63 | 2.2% |
| o | 36 | 1.3% |
| w | 36 | 1.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 1409 | |
| B | 63 | 4.0% |
| H | 50 | 3.2% |
| S | 50 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4416 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| L | 1409 | |
| v | 1323 | |
| l | 1323 | |
| B | 63 | 1.4% |
| n | 63 | 1.4% |
| k | 63 | 1.4% |
| H | 50 | 1.1% |
| S | 50 | 1.1% |
| o | 36 | 0.8% |
| w | 36 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4416 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| L | 1409 | |
| v | 1323 | |
| l | 1323 | |
| B | 63 | 1.4% |
| n | 63 | 1.4% |
| k | 63 | 1.4% |
| H | 50 | 1.1% |
| S | 50 | 1.1% |
| o | 36 | 0.8% |
| w | 36 | 0.8% |
Utilities
Text
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | AllPub |
|---|---|
| 2nd row | AllPub |
| 3rd row | AllPub |
| 4th row | AllPub |
| 5th row | AllPub |
| Value | Count | Frequency (%) |
| allpub | 1471 | |
| nosewa | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 2942 | |
| A | 1471 | |
| P | 1471 | |
| u | 1471 | |
| b | 1471 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5887 | |
| Uppercase Letter | 2945 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 2942 | |
| u | 1471 | |
| b | 1471 | |
| o | 1 | < 0.1% |
| e | 1 | < 0.1% |
| a | 1 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1471 | |
| P | 1471 | |
| N | 1 | < 0.1% |
| S | 1 | < 0.1% |
| W | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8832 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 2942 | |
| A | 1471 | |
| P | 1471 | |
| u | 1471 | |
| b | 1471 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8832 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 2942 | |
| A | 1471 | |
| P | 1471 | |
| u | 1471 | |
| b | 1471 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
LotConfig
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.957880435 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Inside |
|---|---|
| 2nd row | FR2 |
| 3rd row | Inside |
| 4th row | Corner |
| 5th row | FR2 |
| Value | Count | Frequency (%) |
| inside | 1063 | |
| corner | 263 | 17.9% |
| culdsac | 94 | 6.4% |
| fr2 | 48 | 3.3% |
| fr3 | 4 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1326 | |
| n | 1326 | |
| I | 1063 | |
| s | 1063 | |
| i | 1063 | |
| d | 1063 | |
| r | 526 | 6.0% |
| C | 357 | 4.1% |
| o | 263 | 3.0% |
| S | 94 | 1.1% |
| Other values (9) | 626 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7006 | |
| Uppercase Letter | 1712 | 19.5% |
| Decimal Number | 52 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1326 | |
| n | 1326 | |
| s | 1063 | |
| i | 1063 | |
| d | 1063 | |
| r | 526 | 7.5% |
| o | 263 | 3.8% |
| c | 94 | 1.3% |
| a | 94 | 1.3% |
| u | 94 | 1.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 1063 | |
| C | 357 | 20.9% |
| S | 94 | 5.5% |
| D | 94 | 5.5% |
| F | 52 | 3.0% |
| R | 52 | 3.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 48 | |
| 3 | 4 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8718 | |
| Common | 52 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1326 | |
| n | 1326 | |
| I | 1063 | |
| s | 1063 | |
| i | 1063 | |
| d | 1063 | |
| r | 526 | 6.0% |
| C | 357 | 4.1% |
| o | 263 | 3.0% |
| S | 94 | 1.1% |
| Other values (7) | 574 |
Common
| Value | Count | Frequency (%) |
| 2 | 48 | |
| 3 | 4 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8770 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1326 | |
| n | 1326 | |
| I | 1063 | |
| s | 1063 | |
| i | 1063 | |
| d | 1063 | |
| r | 526 | 6.0% |
| C | 357 | 4.1% |
| o | 263 | 3.0% |
| S | 94 | 1.1% |
| Other values (9) | 626 |
LandSlope
Text
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gtl |
|---|---|
| 2nd row | Gtl |
| 3rd row | Gtl |
| 4th row | Gtl |
| 5th row | Gtl |
| Value | Count | Frequency (%) |
| gtl | 1394 | |
| mod | 65 | 4.4% |
| sev | 13 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 1394 | |
| t | 1394 | |
| l | 1394 | |
| M | 65 | 1.5% |
| o | 65 | 1.5% |
| d | 65 | 1.5% |
| S | 13 | 0.3% |
| e | 13 | 0.3% |
| v | 13 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2944 | |
| Uppercase Letter | 1472 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 1394 | |
| l | 1394 | |
| o | 65 | 2.2% |
| d | 65 | 2.2% |
| e | 13 | 0.4% |
| v | 13 | 0.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 1394 | |
| M | 65 | 4.4% |
| S | 13 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4416 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 1394 | |
| t | 1394 | |
| l | 1394 | |
| M | 65 | 1.5% |
| o | 65 | 1.5% |
| d | 65 | 1.5% |
| S | 13 | 0.3% |
| e | 13 | 0.3% |
| v | 13 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4416 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| G | 1394 | |
| t | 1394 | |
| l | 1394 | |
| M | 65 | 1.5% |
| o | 65 | 1.5% |
| d | 65 | 1.5% |
| S | 13 | 0.3% |
| e | 13 | 0.3% |
| v | 13 | 0.3% |
Neighborhood
Text
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.495244565 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CollgCr |
|---|---|
| 2nd row | Veenker |
| 3rd row | CollgCr |
| 4th row | Crawfor |
| 5th row | NoRidge |
| Value | Count | Frequency (%) |
| names | 227 | |
| collgcr | 150 | 10.2% |
| oldtown | 113 | 7.7% |
| edwards | 103 | 7.0% |
| somerst | 88 | 6.0% |
| gilbert | 80 | 5.4% |
| nridght | 77 | 5.2% |
| sawyer | 74 | 5.0% |
| nwames | 74 | 5.0% |
| sawyerw | 59 | 4.0% |
| Other values (15) | 427 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 939 | 9.8% |
| e | 913 | 9.5% |
| l | 624 | 6.5% |
| d | 513 | 5.4% |
| s | 494 | 5.2% |
| o | 487 | 5.1% |
| m | 444 | 4.6% |
| N | 428 | 4.5% |
| w | 419 | 4.4% |
| C | 408 | 4.3% |
| Other values (28) | 3892 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6826 | |
| Uppercase Letter | 2735 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 939 | |
| e | 913 | |
| l | 624 | |
| d | 513 | 7.5% |
| s | 494 | 7.2% |
| o | 487 | 7.1% |
| m | 444 | 6.5% |
| w | 419 | 6.1% |
| i | 353 | 5.2% |
| a | 350 | 5.1% |
| Other values (10) | 1290 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 428 | |
| C | 408 | |
| S | 354 | |
| A | 301 | |
| T | 188 | |
| W | 158 | 5.8% |
| O | 150 | 5.5% |
| B | 118 | 4.3% |
| R | 115 | 4.2% |
| E | 103 | 3.8% |
| Other values (8) | 412 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9561 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 939 | 9.8% |
| e | 913 | 9.5% |
| l | 624 | 6.5% |
| d | 513 | 5.4% |
| s | 494 | 5.2% |
| o | 487 | 5.1% |
| m | 444 | 4.6% |
| N | 428 | 4.5% |
| w | 419 | 4.4% |
| C | 408 | 4.3% |
| Other values (28) | 3892 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9561 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 939 | 9.8% |
| e | 913 | 9.5% |
| l | 624 | 6.5% |
| d | 513 | 5.4% |
| s | 494 | 5.2% |
| o | 487 | 5.1% |
| m | 444 | 4.6% |
| N | 428 | 4.5% |
| w | 419 | 4.4% |
| C | 408 | 4.3% |
| Other values (28) | 3892 |
Condition1
Text
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.120244565 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Norm |
|---|---|
| 2nd row | Feedr |
| 3rd row | Norm |
| 4th row | Norm |
| 5th row | Norm |
| Value | Count | Frequency (%) |
| norm | 1272 | |
| feedr | 81 | 5.5% |
| artery | 48 | 3.3% |
| rran | 26 | 1.8% |
| posn | 19 | 1.3% |
| rrae | 11 | 0.7% |
| posa | 8 | 0.5% |
| rrnn | 5 | 0.3% |
| rrne | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1449 | |
| o | 1299 | |
| N | 1298 | |
| m | 1272 | |
| e | 223 | 3.7% |
| A | 93 | 1.5% |
| R | 88 | 1.5% |
| F | 81 | 1.3% |
| d | 81 | 1.3% |
| t | 48 | 0.8% |
| Other values (4) | 133 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4478 | |
| Uppercase Letter | 1587 | 26.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 1449 | |
| o | 1299 | |
| m | 1272 | |
| e | 223 | 5.0% |
| d | 81 | 1.8% |
| t | 48 | 1.1% |
| y | 48 | 1.1% |
| n | 31 | 0.7% |
| s | 27 | 0.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1298 | |
| A | 93 | 5.9% |
| R | 88 | 5.5% |
| F | 81 | 5.1% |
| P | 27 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6065 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 1449 | |
| o | 1299 | |
| N | 1298 | |
| m | 1272 | |
| e | 223 | 3.7% |
| A | 93 | 1.5% |
| R | 88 | 1.5% |
| F | 81 | 1.3% |
| d | 81 | 1.3% |
| t | 48 | 0.8% |
| Other values (4) | 133 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6065 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 1449 | |
| o | 1299 | |
| N | 1298 | |
| m | 1272 | |
| e | 223 | 3.7% |
| A | 93 | 1.5% |
| R | 88 | 1.5% |
| F | 81 | 1.3% |
| d | 81 | 1.3% |
| t | 48 | 0.8% |
| Other values (4) | 133 | 2.2% |
Condition2
Text
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.006793478 |
| Min length | 4 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Norm |
|---|---|
| 2nd row | Norm |
| 3rd row | Norm |
| 4th row | Norm |
| 5th row | Norm |
| Value | Count | Frequency (%) |
| norm | 1457 | |
| feedr | 6 | 0.4% |
| artery | 2 | 0.1% |
| rrnn | 2 | 0.1% |
| posn | 2 | 0.1% |
| posa | 1 | 0.1% |
| rran | 1 | 0.1% |
| rrae | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1467 | |
| N | 1461 | |
| o | 1460 | |
| m | 1457 | |
| e | 15 | 0.3% |
| R | 8 | 0.1% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| A | 5 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4415 | |
| Uppercase Letter | 1483 | 25.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 1467 | |
| o | 1460 | |
| m | 1457 | |
| e | 15 | 0.3% |
| d | 6 | 0.1% |
| n | 3 | 0.1% |
| s | 3 | 0.1% |
| t | 2 | < 0.1% |
| y | 2 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1461 | |
| R | 8 | 0.5% |
| F | 6 | 0.4% |
| A | 5 | 0.3% |
| P | 3 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5898 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 1467 | |
| N | 1461 | |
| o | 1460 | |
| m | 1457 | |
| e | 15 | 0.3% |
| R | 8 | 0.1% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| A | 5 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 1467 | |
| N | 1461 | |
| o | 1460 | |
| m | 1457 | |
| e | 15 | 0.3% |
| R | 8 | 0.1% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| A | 5 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
BldgType
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.300271739 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1Fam |
|---|---|
| 2nd row | 1Fam |
| 3rd row | 1Fam |
| 4th row | 1Fam |
| 5th row | 1Fam |
| Value | Count | Frequency (%) |
| 1fam | 1229 | |
| twnhse | 115 | 7.8% |
| duplex | 53 | 3.6% |
| twnhs | 44 | 3.0% |
| 2fmcon | 31 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 1260 | |
| 1 | 1229 | |
| a | 1229 | |
| F | 1229 | |
| n | 190 | 3.0% |
| T | 159 | 2.5% |
| w | 159 | 2.5% |
| h | 159 | 2.5% |
| s | 159 | 2.5% |
| E | 115 | 1.8% |
| Other values (10) | 442 | 7.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3483 | |
| Uppercase Letter | 1587 | |
| Decimal Number | 1260 | 19.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 1260 | |
| a | 1229 | |
| n | 190 | 5.5% |
| w | 159 | 4.6% |
| h | 159 | 4.6% |
| s | 159 | 4.6% |
| l | 53 | 1.5% |
| x | 53 | 1.5% |
| e | 53 | 1.5% |
| p | 53 | 1.5% |
| Other values (3) | 115 | 3.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 1229 | |
| T | 159 | 10.0% |
| E | 115 | 7.2% |
| D | 53 | 3.3% |
| C | 31 | 2.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1229 | |
| 2 | 31 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5070 | |
| Common | 1260 | 19.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 1260 | |
| a | 1229 | |
| F | 1229 | |
| n | 190 | 3.7% |
| T | 159 | 3.1% |
| w | 159 | 3.1% |
| h | 159 | 3.1% |
| s | 159 | 3.1% |
| E | 115 | 2.3% |
| l | 53 | 1.0% |
| Other values (8) | 358 | 7.1% |
Common
| Value | Count | Frequency (%) |
| 1 | 1229 | |
| 2 | 31 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6330 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 1260 | |
| 1 | 1229 | |
| a | 1229 | |
| F | 1229 | |
| n | 190 | 3.0% |
| T | 159 | 2.5% |
| w | 159 | 2.5% |
| h | 159 | 2.5% |
| s | 159 | 2.5% |
| E | 115 | 1.8% |
| Other values (10) | 442 | 7.0% |
HouseStyle
Text
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.910326087 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2Story |
|---|---|
| 2nd row | 1Story |
| 3rd row | 2Story |
| 4th row | 2Story |
| 5th row | 2Story |
| Value | Count | Frequency (%) |
| 1story | 732 | |
| 2story | 449 | |
| 1.5fin | 154 | 10.5% |
| slvl | 66 | 4.5% |
| sfoyer | 38 | 2.6% |
| 1.5unf | 14 | 1.0% |
| 2.5unf | 11 | 0.7% |
| 2.5fin | 8 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 1285 | |
| o | 1219 | |
| r | 1219 | |
| y | 1219 | |
| t | 1181 | |
| 1 | 900 | |
| 2 | 468 | 5.4% |
| F | 200 | 2.3% |
| 5 | 187 | 2.1% |
| . | 187 | 2.1% |
| Other values (8) | 635 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5382 | |
| Uppercase Letter | 1576 | 18.1% |
| Decimal Number | 1555 | 17.9% |
| Other Punctuation | 187 | 2.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1219 | |
| r | 1219 | |
| y | 1219 | |
| t | 1181 | |
| n | 187 | 3.5% |
| i | 162 | 3.0% |
| v | 66 | 1.2% |
| l | 66 | 1.2% |
| e | 38 | 0.7% |
| f | 25 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1285 | |
| F | 200 | 12.7% |
| L | 66 | 4.2% |
| U | 25 | 1.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 900 | |
| 2 | 468 | |
| 5 | 187 | 12.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 187 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6958 | |
| Common | 1742 | 20.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 1285 | |
| o | 1219 | |
| r | 1219 | |
| y | 1219 | |
| t | 1181 | |
| F | 200 | 2.9% |
| n | 187 | 2.7% |
| i | 162 | 2.3% |
| L | 66 | 0.9% |
| v | 66 | 0.9% |
| Other values (4) | 154 | 2.2% |
Common
| Value | Count | Frequency (%) |
| 1 | 900 | |
| 2 | 468 | |
| 5 | 187 | 10.7% |
| . | 187 | 10.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8700 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 1285 | |
| o | 1219 | |
| r | 1219 | |
| y | 1219 | |
| t | 1181 | |
| 1 | 900 | |
| 2 | 468 | 5.4% |
| F | 200 | 2.3% |
| 5 | 187 | 2.1% |
| . | 187 | 2.1% |
| Other values (8) | 635 |
OverallQual
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.095788043 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.381506947 |
|---|---|
| Coefficient of variation (CV) | 0.2266330354 |
| Kurtosis | 0.09442388155 |
| Mean | 6.095788043 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2212409784 |
| Sum | 8973 |
| Variance | 1.908561445 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 403 | |
| 6 | 376 | |
| 7 | 321 | |
| 8 | 169 | |
| 4 | 117 | 7.9% |
| 9 | 43 | 2.9% |
| 3 | 20 | 1.4% |
| 10 | 18 | 1.2% |
| 2 | 3 | 0.2% |
| 1 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2 | 0.1% |
| 2 | 3 | 0.2% |
| 3 | 20 | 1.4% |
| 4 | 117 | 7.9% |
| 5 | 403 |
| Value | Count | Frequency (%) |
| 10 | 18 | 1.2% |
| 9 | 43 | 2.9% |
| 8 | 169 | |
| 7 | 321 | |
| 6 | 376 |
OverallCond
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.578125 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.113850636 |
|---|---|
| Coefficient of variation (CV) | 0.1996819067 |
| Kurtosis | 1.115334337 |
| Mean | 5.578125 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7001414031 |
| Sum | 8211 |
| Variance | 1.240663239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 827 | |
| 6 | 255 | 17.3% |
| 7 | 207 | 14.1% |
| 8 | 72 | 4.9% |
| 4 | 57 | 3.9% |
| 3 | 25 | 1.7% |
| 9 | 23 | 1.6% |
| 2 | 5 | 0.3% |
| 1 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 2 | 5 | 0.3% |
| 3 | 25 | 1.7% |
| 4 | 57 | 3.9% |
| 5 | 827 |
| Value | Count | Frequency (%) |
| 9 | 23 | 1.6% |
| 8 | 72 | 4.9% |
| 7 | 207 | 14.1% |
| 6 | 255 | 17.3% |
| 5 | 827 |
YearBuilt
Real number (ℝ)
| Distinct | 112 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1971.305027 |
| Minimum | 1872 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1872 |
|---|---|
| 5-th percentile | 1916 |
| Q1 | 1954 |
| median | 1973 |
| Q3 | 2000.25 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 138 |
| Interquartile range (IQR) | 46.25 |
Descriptive statistics
| Standard deviation | 30.20066633 |
|---|---|
| Coefficient of variation (CV) | 0.01532013864 |
| Kurtosis | -0.4391442332 |
| Mean | 1971.305027 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.6142895608 |
| Sum | 2901761 |
| Variance | 912.0802466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2006 | 68 | 4.6% |
| 2005 | 65 | 4.4% |
| 2004 | 55 | 3.7% |
| 2007 | 49 | 3.3% |
| 2003 | 45 | 3.1% |
| 1976 | 33 | 2.2% |
| 1977 | 32 | 2.2% |
| 1920 | 30 | 2.0% |
| 1999 | 26 | 1.8% |
| 1959 | 26 | 1.8% |
| Other values (102) | 1043 |
| Value | Count | Frequency (%) |
| 1872 | 1 | 0.1% |
| 1875 | 1 | 0.1% |
| 1880 | 4 | |
| 1882 | 1 | 0.1% |
| 1885 | 2 |
| Value | Count | Frequency (%) |
| 2010 | 1 | 0.1% |
| 2009 | 18 | 1.2% |
| 2008 | 24 | 1.6% |
| 2007 | 49 | |
| 2006 | 68 |
YearRemodAdd
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1984.9375 |
| Minimum | 1950 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1950 |
|---|---|
| 5-th percentile | 1950 |
| Q1 | 1967 |
| median | 1994 |
| Q3 | 2004 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 60 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 20.62052745 |
|---|---|
| Coefficient of variation (CV) | 0.01038850213 |
| Kurtosis | -1.265755797 |
| Mean | 1984.9375 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.508201817 |
| Sum | 2921828 |
| Variance | 425.2061523 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1950 | 178 | 12.1% |
| 2006 | 99 | 6.7% |
| 2007 | 76 | 5.2% |
| 2005 | 75 | 5.1% |
| 2004 | 62 | 4.2% |
| 2000 | 57 | 3.9% |
| 2003 | 51 | 3.5% |
| 2002 | 48 | 3.3% |
| 2008 | 40 | 2.7% |
| 1996 | 37 | 2.5% |
| Other values (51) | 749 |
| Value | Count | Frequency (%) |
| 1950 | 178 | |
| 1951 | 4 | 0.3% |
| 1952 | 5 | 0.3% |
| 1953 | 10 | 0.7% |
| 1954 | 14 | 1.0% |
| Value | Count | Frequency (%) |
| 2010 | 6 | 0.4% |
| 2009 | 24 | 1.6% |
| 2008 | 40 | |
| 2007 | 76 | |
| 2006 | 99 |
RoofStyle
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.624320652 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gable |
|---|---|
| 2nd row | Gable |
| 3rd row | Gable |
| 4th row | Gable |
| 5th row | Gable |
| Value | Count | Frequency (%) |
| gable | 1152 | |
| hip | 287 | 19.5% |
| flat | 13 | 0.9% |
| gambrel | 11 | 0.7% |
| mansard | 7 | 0.5% |
| shed | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1190 | |
| l | 1176 | |
| e | 1165 | |
| G | 1163 | |
| b | 1163 | |
| H | 287 | 4.2% |
| i | 287 | 4.2% |
| p | 287 | 4.2% |
| r | 18 | 0.3% |
| t | 13 | 0.2% |
| Other values (8) | 58 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5335 | |
| Uppercase Letter | 1472 | 21.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1190 | |
| l | 1176 | |
| e | 1165 | |
| b | 1163 | |
| i | 287 | 5.4% |
| p | 287 | 5.4% |
| r | 18 | 0.3% |
| t | 13 | 0.2% |
| m | 11 | 0.2% |
| d | 9 | 0.2% |
| Other values (3) | 16 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 1163 | |
| H | 287 | 19.5% |
| F | 13 | 0.9% |
| M | 7 | 0.5% |
| S | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6807 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1190 | |
| l | 1176 | |
| e | 1165 | |
| G | 1163 | |
| b | 1163 | |
| H | 287 | 4.2% |
| i | 287 | 4.2% |
| p | 287 | 4.2% |
| r | 18 | 0.3% |
| t | 13 | 0.2% |
| Other values (8) | 58 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6807 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1190 | |
| l | 1176 | |
| e | 1165 | |
| G | 1163 | |
| b | 1163 | |
| H | 287 | 4.2% |
| i | 287 | 4.2% |
| p | 287 | 4.2% |
| r | 18 | 0.3% |
| t | 13 | 0.2% |
| Other values (8) | 58 | 0.9% |
RoofMatl
Text
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.996603261 |
| Min length | 4 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | CompShg |
|---|---|
| 2nd row | CompShg |
| 3rd row | CompShg |
| 4th row | CompShg |
| 5th row | CompShg |
| Value | Count | Frequency (%) |
| compshg | 1446 | |
| tar&grv | 11 | 0.7% |
| wdshngl | 6 | 0.4% |
| wdshake | 5 | 0.3% |
| metal | 1 | 0.1% |
| membran | 1 | 0.1% |
| roll | 1 | 0.1% |
| clytile | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 1457 | |
| h | 1457 | |
| g | 1452 | |
| C | 1447 | |
| m | 1447 | |
| o | 1447 | |
| p | 1446 | |
| r | 23 | 0.2% |
| a | 18 | 0.2% |
| T | 12 | 0.1% |
| Other values (15) | 93 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7347 | |
| Uppercase Letter | 2941 | |
| Other Punctuation | 11 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| h | 1457 | |
| g | 1452 | |
| m | 1447 | |
| o | 1447 | |
| p | 1446 | |
| r | 23 | 0.3% |
| a | 18 | 0.2% |
| l | 11 | 0.1% |
| d | 11 | 0.1% |
| v | 11 | 0.1% |
| Other values (7) | 24 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1457 | |
| C | 1447 | |
| T | 12 | 0.4% |
| W | 11 | 0.4% |
| G | 11 | 0.4% |
| M | 2 | 0.1% |
| R | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10288 | |
| Common | 11 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 1457 | |
| h | 1457 | |
| g | 1452 | |
| C | 1447 | |
| m | 1447 | |
| o | 1447 | |
| p | 1446 | |
| r | 23 | 0.2% |
| a | 18 | 0.2% |
| T | 12 | 0.1% |
| Other values (14) | 82 | 0.8% |
Common
| Value | Count | Frequency (%) |
| & | 11 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10299 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 1457 | |
| h | 1457 | |
| g | 1452 | |
| C | 1447 | |
| m | 1447 | |
| o | 1447 | |
| p | 1446 | |
| r | 23 | 0.2% |
| a | 18 | 0.2% |
| T | 12 | 0.1% |
| Other values (15) | 93 | 0.9% |
Exterior1st
Text
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.979619565 |
| Min length | 5 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | VinylSd |
|---|---|
| 2nd row | MetalSd |
| 3rd row | VinylSd |
| 4th row | Wd Sdng |
| 5th row | VinylSd |
| Value | Count | Frequency (%) |
| vinylsd | 520 | |
| hdboard | 223 | |
| metalsd | 222 | |
| wd | 206 | 12.3% |
| sdng | 206 | 12.3% |
| plywood | 109 | 6.5% |
| cemntbd | 64 | 3.8% |
| brkface | 50 | 3.0% |
| wdshing | 26 | 1.5% |
| stucco | 25 | 1.5% |
| Other values (6) | 27 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 1799 | |
| S | 1023 | 10.0% |
| l | 852 | 8.3% |
| n | 839 | 8.2% |
| y | 629 | 6.1% |
| i | 546 | 5.3% |
| V | 520 | 5.1% |
| a | 495 | 4.8% |
| o | 471 | 4.6% |
| B | 340 | 3.3% |
| Other values (22) | 2760 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7260 | |
| Uppercase Letter | 2808 | 27.3% |
| Space Separator | 206 | 2.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 1799 | |
| l | 852 | |
| n | 839 | |
| y | 629 | 8.7% |
| i | 546 | 7.5% |
| a | 495 | 6.8% |
| o | 471 | 6.5% |
| e | 338 | 4.7% |
| t | 314 | 4.3% |
| r | 275 | 3.8% |
| Other values (10) | 702 | 9.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1023 | |
| V | 520 | |
| B | 340 | 12.1% |
| W | 232 | 8.3% |
| H | 223 | 7.9% |
| M | 222 | 7.9% |
| P | 109 | 3.9% |
| C | 67 | 2.4% |
| F | 50 | 1.8% |
| A | 21 | 0.7% |
Space Separator
| Value | Count | Frequency (%) |
| 206 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10068 | |
| Common | 206 | 2.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 1799 | |
| S | 1023 | |
| l | 852 | 8.5% |
| n | 839 | 8.3% |
| y | 629 | 6.2% |
| i | 546 | 5.4% |
| V | 520 | 5.2% |
| a | 495 | 4.9% |
| o | 471 | 4.7% |
| B | 340 | 3.4% |
| Other values (21) | 2554 |
Common
| Value | Count | Frequency (%) |
| 206 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10274 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 1799 | |
| S | 1023 | 10.0% |
| l | 852 | 8.3% |
| n | 839 | 8.2% |
| y | 629 | 6.1% |
| i | 546 | 5.3% |
| V | 520 | 5.1% |
| a | 495 | 4.8% |
| o | 471 | 4.6% |
| B | 340 | 3.3% |
| Other values (22) | 2760 |
Exterior2nd
Text
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.973505435 |
| Min length | 5 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | VinylSd |
|---|---|
| 2nd row | MetalSd |
| 3rd row | VinylSd |
| 4th row | Wd Shng |
| 5th row | VinylSd |
| Value | Count | Frequency (%) |
| vinylsd | 509 | |
| wd | 235 | |
| metalsd | 215 | |
| hdboard | 209 | |
| sdng | 197 | 11.5% |
| plywood | 143 | 8.3% |
| cmentbd | 63 | 3.7% |
| shng | 38 | 2.2% |
| stucco | 26 | 1.5% |
| brkface | 25 | 1.5% |
| Other values (8) | 54 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 1780 | |
| S | 1023 | 10.0% |
| l | 868 | 8.5% |
| n | 842 | 8.2% |
| y | 652 | 6.4% |
| o | 527 | 5.1% |
| V | 509 | 5.0% |
| i | 509 | 5.0% |
| a | 449 | 4.4% |
| t | 320 | 3.1% |
| Other values (23) | 2786 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7254 | |
| Uppercase Letter | 2769 | 27.0% |
| Space Separator | 242 | 2.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 1780 | |
| l | 868 | |
| n | 842 | |
| y | 652 | 9.0% |
| o | 527 | 7.3% |
| i | 509 | 7.0% |
| a | 449 | 6.2% |
| t | 320 | 4.4% |
| e | 309 | 4.3% |
| g | 255 | 3.5% |
| Other values (10) | 743 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1023 | |
| V | 509 | |
| B | 305 | 11.0% |
| W | 235 | 8.5% |
| M | 215 | 7.8% |
| H | 209 | 7.5% |
| P | 143 | 5.2% |
| C | 71 | 2.6% |
| F | 25 | 0.9% |
| A | 23 | 0.8% |
| Other values (2) | 11 | 0.4% |
Space Separator
| Value | Count | Frequency (%) |
| 242 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10023 | |
| Common | 242 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 1780 | |
| S | 1023 | |
| l | 868 | 8.7% |
| n | 842 | 8.4% |
| y | 652 | 6.5% |
| o | 527 | 5.3% |
| V | 509 | 5.1% |
| i | 509 | 5.1% |
| a | 449 | 4.5% |
| t | 320 | 3.2% |
| Other values (22) | 2544 |
Common
| Value | Count | Frequency (%) |
| 242 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10265 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 1780 | |
| S | 1023 | 10.0% |
| l | 868 | 8.5% |
| n | 842 | 8.2% |
| y | 652 | 6.4% |
| o | 527 | 5.1% |
| V | 509 | 5.0% |
| i | 509 | 5.0% |
| a | 449 | 4.4% |
| t | 320 | 3.1% |
| Other values (23) | 2786 |
MasVnrType
Text
Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 881 |
| Missing (%) | 59.9% |
| Memory size | 11.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.534686971 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BrkFace |
|---|---|
| 2nd row | BrkFace |
| 3rd row | BrkFace |
| 4th row | Stone |
| 5th row | Stone |
| Value | Count | Frequency (%) |
| brkface | 446 | |
| stone | 130 | 22.0% |
| brkcmn | 15 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 576 | |
| B | 461 | |
| r | 461 | |
| k | 461 | |
| F | 446 | |
| a | 446 | |
| c | 446 | |
| n | 145 | 3.8% |
| S | 130 | 3.4% |
| t | 130 | 3.4% |
| Other values (3) | 160 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2810 | |
| Uppercase Letter | 1052 | 27.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 576 | |
| r | 461 | |
| k | 461 | |
| a | 446 | |
| c | 446 | |
| n | 145 | 5.2% |
| t | 130 | 4.6% |
| o | 130 | 4.6% |
| m | 15 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 461 | |
| F | 446 | |
| S | 130 | 12.4% |
| C | 15 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3862 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 576 | |
| B | 461 | |
| r | 461 | |
| k | 461 | |
| F | 446 | |
| a | 446 | |
| c | 446 | |
| n | 145 | 3.8% |
| S | 130 | 3.4% |
| t | 130 | 3.4% |
| Other values (3) | 160 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3862 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 576 | |
| B | 461 | |
| r | 461 | |
| k | 461 | |
| F | 446 | |
| a | 446 | |
| c | 446 | |
| n | 145 | 3.8% |
| S | 130 | 3.4% |
| t | 130 | 3.4% |
| Other values (3) | 160 | 4.1% |
MasVnrArea
Real number (ℝ)
Zeros 
| Distinct | 327 |
|---|---|
| Distinct (%) | 22.3% |
| Missing | 8 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.1038251 |
| Minimum | 0 |
|---|---|
| Maximum | 1600 |
| Zeros | 870 |
| Zeros (%) | 59.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 164.25 |
| 95-th percentile | 455.4 |
| Maximum | 1600 |
| Range | 1600 |
| Interquartile range (IQR) | 164.25 |
Descriptive statistics
| Standard deviation | 180.5213953 |
|---|---|
| Coefficient of variation (CV) | 1.75087001 |
| Kurtosis | 10.16735829 |
| Mean | 103.1038251 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.679794517 |
| Sum | 150944 |
| Variance | 32587.97418 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 72 | 8 | 0.5% |
| 108 | 8 | 0.5% |
| 180 | 8 | 0.5% |
| 120 | 7 | 0.5% |
| 16 | 7 | 0.5% |
| 80 | 7 | 0.5% |
| 106 | 6 | 0.4% |
| 200 | 6 | 0.4% |
| 340 | 6 | 0.4% |
| Other values (317) | 531 | |
| (Missing) | 8 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 1 | 2 | 0.1% |
| 11 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 16 | 7 | 0.5% |
| Value | Count | Frequency (%) |
| 1600 | 1 | |
| 1378 | 1 | |
| 1170 | 1 | |
| 1129 | 1 | |
| 1115 | 1 |
ExterQual
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| ta | 914 | |
| gd | 491 | |
| ex | 53 | 3.6% |
| fa | 14 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 914 | |
| A | 914 | |
| G | 491 | |
| d | 491 | |
| E | 53 | 1.8% |
| x | 53 | 1.8% |
| F | 14 | 0.5% |
| a | 14 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2386 | |
| Lowercase Letter | 558 | 19.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 914 | |
| A | 914 | |
| G | 491 | |
| E | 53 | 2.2% |
| F | 14 | 0.6% |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 491 | |
| x | 53 | 9.5% |
| a | 14 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2944 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 914 | |
| A | 914 | |
| G | 491 | |
| d | 491 | |
| E | 53 | 1.8% |
| x | 53 | 1.8% |
| F | 14 | 0.5% |
| a | 14 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2944 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 914 | |
| A | 914 | |
| G | 491 | |
| d | 491 | |
| E | 53 | 1.8% |
| x | 53 | 1.8% |
| F | 14 | 0.5% |
| a | 14 | 0.5% |
ExterCond
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 1293 | |
| gd | 147 | 10.0% |
| fa | 28 | 1.9% |
| ex | 3 | 0.2% |
| po | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1293 | |
| A | 1293 | |
| G | 147 | 5.0% |
| d | 147 | 5.0% |
| F | 28 | 1.0% |
| a | 28 | 1.0% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2765 | |
| Lowercase Letter | 179 | 6.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 1293 | |
| A | 1293 | |
| G | 147 | 5.3% |
| F | 28 | 1.0% |
| E | 3 | 0.1% |
| P | 1 | < 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 147 | |
| a | 28 | 15.6% |
| x | 3 | 1.7% |
| o | 1 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2944 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 1293 | |
| A | 1293 | |
| G | 147 | 5.0% |
| d | 147 | 5.0% |
| F | 28 | 1.0% |
| a | 28 | 1.0% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2944 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 1293 | |
| A | 1293 | |
| G | 147 | 5.0% |
| d | 147 | 5.0% |
| F | 28 | 1.0% |
| a | 28 | 1.0% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Foundation
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.515625 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PConc |
|---|---|
| 2nd row | CBlock |
| 3rd row | PConc |
| 4th row | BrkTil |
| 5th row | PConc |
| Value | Count | Frequency (%) |
| pconc | 652 | |
| cblock | 640 | |
| brktil | 146 | 9.9% |
| slab | 24 | 1.6% |
| stone | 7 | 0.5% |
| wood | 3 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1305 | |
| C | 1292 | |
| c | 1292 | |
| l | 810 | |
| B | 786 | |
| k | 786 | |
| n | 659 | |
| P | 652 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 245 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5209 | |
| Uppercase Letter | 2910 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1305 | |
| c | 1292 | |
| l | 810 | |
| k | 786 | |
| n | 659 | |
| i | 146 | 2.8% |
| r | 146 | 2.8% |
| a | 24 | 0.5% |
| b | 24 | 0.5% |
| t | 7 | 0.1% |
| Other values (2) | 10 | 0.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1292 | |
| B | 786 | |
| P | 652 | |
| T | 146 | 5.0% |
| S | 31 | 1.1% |
| W | 3 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8119 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 1305 | |
| C | 1292 | |
| c | 1292 | |
| l | 810 | |
| B | 786 | |
| k | 786 | |
| n | 659 | |
| P | 652 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 245 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8119 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 1305 | |
| C | 1292 | |
| c | 1292 | |
| l | 810 | |
| B | 786 | |
| k | 786 | |
| n | 659 | |
| P | 652 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 245 | 3.0% |
BsmtQual
Text
Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 37 |
| Missing (%) | 2.5% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | Gd |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| ta | 652 | |
| gd | 626 | |
| ex | 121 | 8.4% |
| fa | 36 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 652 | |
| A | 652 | |
| G | 626 | |
| d | 626 | |
| E | 121 | 4.2% |
| x | 121 | 4.2% |
| F | 36 | 1.3% |
| a | 36 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2087 | |
| Lowercase Letter | 783 | 27.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 652 | |
| A | 652 | |
| G | 626 | |
| E | 121 | 5.8% |
| F | 36 | 1.7% |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 626 | |
| x | 121 | 15.5% |
| a | 36 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2870 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 652 | |
| A | 652 | |
| G | 626 | |
| d | 626 | |
| E | 121 | 4.2% |
| x | 121 | 4.2% |
| F | 36 | 1.3% |
| a | 36 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2870 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 652 | |
| A | 652 | |
| G | 626 | |
| d | 626 | |
| E | 121 | 4.2% |
| x | 121 | 4.2% |
| F | 36 | 1.3% |
| a | 36 | 1.3% |
BsmtCond
Text
Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 37 |
| Missing (%) | 2.5% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | Gd |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 1322 | |
| gd | 66 | 4.6% |
| fa | 45 | 3.1% |
| po | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1322 | |
| A | 1322 | |
| G | 66 | 2.3% |
| d | 66 | 2.3% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2757 | |
| Lowercase Letter | 113 | 3.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 1322 | |
| A | 1322 | |
| G | 66 | 2.4% |
| F | 45 | 1.6% |
| P | 2 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 66 | |
| a | 45 | |
| o | 2 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2870 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 1322 | |
| A | 1322 | |
| G | 66 | 2.3% |
| d | 66 | 2.3% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2870 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 1322 | |
| A | 1322 | |
| G | 66 | 2.3% |
| d | 66 | 2.3% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
BsmtExposure
Text
Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 38 |
| Missing (%) | 2.6% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | Gd |
| 3rd row | Mn |
| 4th row | No |
| 5th row | Av |
| Value | Count | Frequency (%) |
| no | 962 | |
| av | 222 | 15.5% |
| gd | 135 | 9.4% |
| mn | 115 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 962 | |
| o | 962 | |
| A | 222 | 7.7% |
| v | 222 | 7.7% |
| G | 135 | 4.7% |
| d | 135 | 4.7% |
| M | 115 | 4.0% |
| n | 115 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1434 | |
| Lowercase Letter | 1434 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 962 | |
| A | 222 | 15.5% |
| G | 135 | 9.4% |
| M | 115 | 8.0% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 962 | |
| v | 222 | 15.5% |
| d | 135 | 9.4% |
| n | 115 | 8.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2868 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 962 | |
| o | 962 | |
| A | 222 | 7.7% |
| v | 222 | 7.7% |
| G | 135 | 4.7% |
| d | 135 | 4.7% |
| M | 115 | 4.0% |
| n | 115 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2868 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 962 | |
| o | 962 | |
| A | 222 | 7.7% |
| v | 222 | 7.7% |
| G | 135 | 4.7% |
| d | 135 | 4.7% |
| M | 115 | 4.0% |
| n | 115 | 4.0% |
BsmtFinType1
Text
Missing 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 37 |
| Missing (%) | 2.5% |
| Memory size | 11.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | GLQ |
|---|---|
| 2nd row | ALQ |
| 3rd row | GLQ |
| 4th row | ALQ |
| 5th row | GLQ |
| Value | Count | Frequency (%) |
| unf | 435 | |
| glq | 423 | |
| alq | 221 | |
| blq | 149 | 10.4% |
| rec | 133 | 9.3% |
| lwq | 74 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 867 | |
| Q | 867 | |
| U | 435 | |
| n | 435 | |
| f | 435 | |
| G | 423 | |
| A | 221 | 5.1% |
| B | 149 | 3.5% |
| R | 133 | 3.1% |
| e | 133 | 3.1% |
| Other values (2) | 207 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3095 | |
| Lowercase Letter | 1210 | 28.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 867 | |
| Q | 867 | |
| U | 435 | |
| G | 423 | |
| A | 221 | 7.1% |
| B | 149 | 4.8% |
| R | 133 | 4.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 435 | |
| f | 435 | |
| e | 133 | 11.0% |
| c | 133 | 11.0% |
| w | 74 | 6.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4305 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| L | 867 | |
| Q | 867 | |
| U | 435 | |
| n | 435 | |
| f | 435 | |
| G | 423 | |
| A | 221 | 5.1% |
| B | 149 | 3.5% |
| R | 133 | 3.1% |
| e | 133 | 3.1% |
| Other values (2) | 207 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4305 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| L | 867 | |
| Q | 867 | |
| U | 435 | |
| n | 435 | |
| f | 435 | |
| G | 423 | |
| A | 221 | 5.1% |
| B | 149 | 3.5% |
| R | 133 | 3.1% |
| e | 133 | 3.1% |
| Other values (2) | 207 | 4.8% |
BsmtFinSF1
Real number (ℝ)
Zeros 
| Distinct | 637 |
|---|---|
| Distinct (%) | 43.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 442.3695652 |
| Minimum | 0 |
|---|---|
| Maximum | 5644 |
| Zeros | 472 |
| Zeros (%) | 32.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 382 |
| Q3 | 712 |
| 95-th percentile | 1271.8 |
| Maximum | 5644 |
| Range | 5644 |
| Interquartile range (IQR) | 712 |
Descriptive statistics
| Standard deviation | 455.3243135 |
|---|---|
| Coefficient of variation (CV) | 1.029284899 |
| Kurtosis | 11.12093741 |
| Mean | 442.3695652 |
| Median Absolute Deviation (MAD) | 382 |
| Skewness | 1.685758529 |
| Sum | 651168 |
| Variance | 207320.2304 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 472 | |
| 24 | 12 | 0.8% |
| 16 | 9 | 0.6% |
| 616 | 5 | 0.3% |
| 662 | 5 | 0.3% |
| 547 | 5 | 0.3% |
| 686 | 5 | 0.3% |
| 553 | 5 | 0.3% |
| 20 | 5 | 0.3% |
| 936 | 5 | 0.3% |
| Other values (627) | 944 |
| Value | Count | Frequency (%) |
| 0 | 472 | |
| 2 | 1 | 0.1% |
| 16 | 9 | 0.6% |
| 20 | 5 | 0.3% |
| 24 | 12 | 0.8% |
| Value | Count | Frequency (%) |
| 5644 | 1 | |
| 2260 | 1 | |
| 2188 | 1 | |
| 2096 | 1 | |
| 1904 | 1 |
BsmtFinType2
Text
Missing 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 38 |
| Missing (%) | 2.6% |
| Memory size | 11.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unf |
|---|---|
| 2nd row | Unf |
| 3rd row | Unf |
| 4th row | Unf |
| 5th row | Unf |
| Value | Count | Frequency (%) |
| unf | 1265 | |
| rec | 56 | 3.9% |
| lwq | 47 | 3.3% |
| blq | 33 | 2.3% |
| alq | 19 | 1.3% |
| glq | 14 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 1265 | |
| n | 1265 | |
| f | 1265 | |
| L | 113 | 2.6% |
| Q | 113 | 2.6% |
| R | 56 | 1.3% |
| e | 56 | 1.3% |
| c | 56 | 1.3% |
| w | 47 | 1.1% |
| B | 33 | 0.8% |
| Other values (2) | 33 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2689 | |
| Uppercase Letter | 1613 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 1265 | |
| L | 113 | 7.0% |
| Q | 113 | 7.0% |
| R | 56 | 3.5% |
| B | 33 | 2.0% |
| A | 19 | 1.2% |
| G | 14 | 0.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1265 | |
| f | 1265 | |
| e | 56 | 2.1% |
| c | 56 | 2.1% |
| w | 47 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4302 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 1265 | |
| n | 1265 | |
| f | 1265 | |
| L | 113 | 2.6% |
| Q | 113 | 2.6% |
| R | 56 | 1.3% |
| e | 56 | 1.3% |
| c | 56 | 1.3% |
| w | 47 | 1.1% |
| B | 33 | 0.8% |
| Other values (2) | 33 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4302 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 1265 | |
| n | 1265 | |
| f | 1265 | |
| L | 113 | 2.6% |
| Q | 113 | 2.6% |
| R | 56 | 1.3% |
| e | 56 | 1.3% |
| c | 56 | 1.3% |
| w | 47 | 1.1% |
| B | 33 | 0.8% |
| Other values (2) | 33 | 0.8% |
BsmtFinSF2
Real number (ℝ)
Zeros 
| Distinct | 144 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.17663043 |
| Minimum | 0 |
|---|---|
| Maximum | 1474 |
| Zeros | 1302 |
| Zeros (%) | 88.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 397.8 |
| Maximum | 1474 |
| Range | 1474 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 162.8807667 |
|---|---|
| Coefficient of variation (CV) | 3.452573133 |
| Kurtosis | 19.89880018 |
| Mean | 47.17663043 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.240469929 |
| Sum | 69444 |
| Variance | 26530.14417 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1302 | |
| 180 | 5 | 0.3% |
| 290 | 3 | 0.2% |
| 374 | 3 | 0.2% |
| 551 | 2 | 0.1% |
| 147 | 2 | 0.1% |
| 294 | 2 | 0.1% |
| 391 | 2 | 0.1% |
| 539 | 2 | 0.1% |
| 96 | 2 | 0.1% |
| Other values (134) | 147 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 1302 | |
| 28 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1474 | 1 | |
| 1127 | 1 | |
| 1120 | 1 | |
| 1085 | 1 | |
| 1080 | 1 |
BsmtUnfSF
Real number (ℝ)
Zeros 
| Distinct | 780 |
|---|---|
| Distinct (%) | 53.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 567.7873641 |
| Minimum | 0 |
|---|---|
| Maximum | 2336 |
| Zeros | 120 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 222.5 |
| median | 480.5 |
| Q3 | 811 |
| 95-th percentile | 1468 |
| Maximum | 2336 |
| Range | 2336 |
| Interquartile range (IQR) | 588.5 |
Descriptive statistics
| Standard deviation | 442.2351366 |
|---|---|
| Coefficient of variation (CV) | 0.7788745655 |
| Kurtosis | 0.4568646005 |
| Mean | 567.7873641 |
| Median Absolute Deviation (MAD) | 290 |
| Skewness | 0.9128920087 |
| Sum | 835783 |
| Variance | 195571.916 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 120 | 8.2% |
| 728 | 9 | 0.6% |
| 384 | 8 | 0.5% |
| 300 | 7 | 0.5% |
| 600 | 7 | 0.5% |
| 572 | 7 | 0.5% |
| 625 | 6 | 0.4% |
| 440 | 6 | 0.4% |
| 280 | 6 | 0.4% |
| 270 | 6 | 0.4% |
| Other values (770) | 1290 |
| Value | Count | Frequency (%) |
| 0 | 120 | |
| 14 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 23 | 2 | 0.1% |
| 26 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2336 | 1 | |
| 2153 | 1 | |
| 2121 | 1 | |
| 2046 | 1 | |
| 2042 | 1 |
TotalBsmtSF
Real number (ℝ)
Zeros 
| Distinct | 721 |
|---|---|
| Distinct (%) | 49.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1057.33356 |
| Minimum | 0 |
|---|---|
| Maximum | 6110 |
| Zeros | 37 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 520 |
| Q1 | 795.75 |
| median | 992 |
| Q3 | 1297.25 |
| 95-th percentile | 1752.45 |
| Maximum | 6110 |
| Range | 6110 |
| Interquartile range (IQR) | 501.5 |
Descriptive statistics
| Standard deviation | 437.9306751 |
|---|---|
| Coefficient of variation (CV) | 0.4141840302 |
| Kurtosis | 13.23850495 |
| Mean | 1057.33356 |
| Median Absolute Deviation (MAD) | 234.5 |
| Skewness | 1.519889503 |
| Sum | 1556395 |
| Variance | 191783.2762 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | 2.5% |
| 864 | 35 | 2.4% |
| 672 | 17 | 1.2% |
| 912 | 15 | 1.0% |
| 1040 | 14 | 1.0% |
| 816 | 13 | 0.9% |
| 728 | 12 | 0.8% |
| 768 | 12 | 0.8% |
| 894 | 11 | 0.7% |
| 848 | 11 | 0.7% |
| Other values (711) | 1295 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 105 | 1 | 0.1% |
| 190 | 1 | 0.1% |
| 264 | 3 | 0.2% |
| 270 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6110 | 1 | |
| 3206 | 1 | |
| 3200 | 1 | |
| 3138 | 1 | |
| 3094 | 1 |
Heating
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.000679348 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | GasA |
|---|---|
| 2nd row | GasA |
| 3rd row | GasA |
| 4th row | GasA |
| 5th row | GasA |
| Value | Count | Frequency (%) |
| gasa | 1440 | |
| gasw | 18 | 1.2% |
| grav | 7 | 0.5% |
| wall | 4 | 0.3% |
| othw | 2 | 0.1% |
| floor | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1469 | |
| G | 1465 | |
| s | 1458 | |
| A | 1440 | |
| W | 24 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2957 | |
| Uppercase Letter | 2932 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1469 | |
| s | 1458 | |
| l | 9 | 0.3% |
| r | 8 | 0.3% |
| v | 7 | 0.2% |
| t | 2 | 0.1% |
| h | 2 | 0.1% |
| o | 2 | 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 1465 | |
| A | 1440 | |
| W | 24 | 0.8% |
| O | 2 | 0.1% |
| F | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5889 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1469 | |
| G | 1465 | |
| s | 1458 | |
| A | 1440 | |
| W | 24 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5889 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1469 | |
| G | 1465 | |
| s | 1458 | |
| A | 1440 | |
| W | 24 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
HeatingQC
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Ex |
|---|---|
| 2nd row | Ex |
| 3rd row | Ex |
| 4th row | Gd |
| 5th row | Ex |
| Value | Count | Frequency (%) |
| ex | 747 | |
| ta | 430 | |
| gd | 245 | 16.6% |
| fa | 49 | 3.3% |
| po | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 747 | |
| x | 747 | |
| T | 430 | |
| A | 430 | |
| G | 245 | 8.3% |
| d | 245 | 8.3% |
| F | 49 | 1.7% |
| a | 49 | 1.7% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1902 | |
| Lowercase Letter | 1042 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 747 | |
| T | 430 | |
| A | 430 | |
| G | 245 | 12.9% |
| F | 49 | 2.6% |
| P | 1 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| x | 747 | |
| d | 245 | 23.5% |
| a | 49 | 4.7% |
| o | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2944 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 747 | |
| x | 747 | |
| T | 430 | |
| A | 430 | |
| G | 245 | 8.3% |
| d | 245 | 8.3% |
| F | 49 | 1.7% |
| a | 49 | 1.7% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2944 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 747 | |
| x | 747 | |
| T | 430 | |
| A | 430 | |
| G | 245 | 8.3% |
| d | 245 | 8.3% |
| F | 49 | 1.7% |
| a | 49 | 1.7% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
CentralAir
Text
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
| Value | Count | Frequency (%) |
| y | 1376 | |
| n | 96 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 1376 | |
| N | 96 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1472 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 1376 | |
| N | 96 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1472 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| Y | 1376 | |
| N | 96 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| Y | 1376 | |
| N | 96 | 6.5% |
Electrical
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 11.6 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.998640381 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | SBrkr |
|---|---|
| 2nd row | SBrkr |
| 3rd row | SBrkr |
| 4th row | SBrkr |
| 5th row | SBrkr |
| Value | Count | Frequency (%) |
| sbrkr | 1345 | |
| fusea | 95 | 6.5% |
| fusef | 27 | 1.8% |
| fusep | 3 | 0.2% |
| mix | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2690 | |
| S | 1345 | |
| B | 1345 | |
| k | 1345 | |
| F | 152 | 2.1% |
| u | 125 | 1.7% |
| s | 125 | 1.7% |
| e | 125 | 1.7% |
| A | 95 | 1.3% |
| P | 3 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4412 | |
| Uppercase Letter | 2941 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2690 | |
| k | 1345 | |
| u | 125 | 2.8% |
| s | 125 | 2.8% |
| e | 125 | 2.8% |
| i | 1 | < 0.1% |
| x | 1 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1345 | |
| B | 1345 | |
| F | 152 | 5.2% |
| A | 95 | 3.2% |
| P | 3 | 0.1% |
| M | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7353 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 2690 | |
| S | 1345 | |
| B | 1345 | |
| k | 1345 | |
| F | 152 | 2.1% |
| u | 125 | 1.7% |
| s | 125 | 1.7% |
| e | 125 | 1.7% |
| A | 95 | 1.3% |
| P | 3 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 2690 | |
| S | 1345 | |
| B | 1345 | |
| k | 1345 | |
| F | 152 | 2.1% |
| u | 125 | 1.7% |
| s | 125 | 1.7% |
| e | 125 | 1.7% |
| A | 95 | 1.3% |
| P | 3 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
1stFlrSF
Real number (ℝ)
| Distinct | 753 |
|---|---|
| Distinct (%) | 51.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1162.578804 |
| Minimum | 334 |
|---|---|
| Maximum | 4692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 672.55 |
| Q1 | 882 |
| median | 1087 |
| Q3 | 1391 |
| 95-th percentile | 1833.25 |
| Maximum | 4692 |
| Range | 4358 |
| Interquartile range (IQR) | 509 |
Descriptive statistics
| Standard deviation | 386.3852007 |
|---|---|
| Coefficient of variation (CV) | 0.3323518365 |
| Kurtosis | 5.718288269 |
| Mean | 1162.578804 |
| Median Absolute Deviation (MAD) | 233 |
| Skewness | 1.375079621 |
| Sum | 1711316 |
| Variance | 149293.5234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 25 | 1.7% |
| 1040 | 16 | 1.1% |
| 912 | 14 | 1.0% |
| 848 | 12 | 0.8% |
| 894 | 12 | 0.8% |
| 672 | 11 | 0.7% |
| 630 | 10 | 0.7% |
| 816 | 9 | 0.6% |
| 483 | 7 | 0.5% |
| 832 | 7 | 0.5% |
| Other values (743) | 1349 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 372 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 483 | 7 |
| Value | Count | Frequency (%) |
| 4692 | 1 | |
| 3228 | 1 | |
| 3138 | 1 | |
| 2898 | 1 | |
| 2633 | 1 |
2ndFlrSF
Real number (ℝ)
Zeros 
| Distinct | 417 |
|---|---|
| Distinct (%) | 28.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 346.4001359 |
| Minimum | 0 |
|---|---|
| Maximum | 2065 |
| Zeros | 837 |
| Zeros (%) | 56.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 728 |
| 95-th percentile | 1141.45 |
| Maximum | 2065 |
| Range | 2065 |
| Interquartile range (IQR) | 728 |
Descriptive statistics
| Standard deviation | 436.36263 |
|---|---|
| Coefficient of variation (CV) | 1.259706867 |
| Kurtosis | -0.5532744224 |
| Mean | 346.4001359 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8146879965 |
| Sum | 509901 |
| Variance | 190412.3449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 837 | |
| 728 | 10 | 0.7% |
| 504 | 9 | 0.6% |
| 546 | 8 | 0.5% |
| 672 | 8 | 0.5% |
| 896 | 7 | 0.5% |
| 720 | 7 | 0.5% |
| 600 | 7 | 0.5% |
| 756 | 5 | 0.3% |
| 862 | 5 | 0.3% |
| Other values (407) | 569 |
| Value | Count | Frequency (%) |
| 0 | 837 | |
| 110 | 1 | 0.1% |
| 167 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 208 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2065 | 1 | |
| 1872 | 1 | |
| 1818 | 1 | |
| 1796 | 1 | |
| 1611 | 1 |
LowQualFinSF
Real number (ℝ)
Zeros 
| Distinct | 24 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.796875 |
| Minimum | 0 |
|---|---|
| Maximum | 572 |
| Zeros | 1446 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 572 |
| Range | 572 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 48.42720234 |
|---|---|
| Coefficient of variation (CV) | 8.354018732 |
| Kurtosis | 83.95648057 |
| Mean | 5.796875 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.04956428 |
| Sum | 8533 |
| Variance | 2345.193926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1446 | |
| 80 | 3 | 0.2% |
| 360 | 2 | 0.1% |
| 205 | 1 | 0.1% |
| 479 | 1 | 0.1% |
| 397 | 1 | 0.1% |
| 514 | 1 | 0.1% |
| 120 | 1 | 0.1% |
| 481 | 1 | 0.1% |
| 232 | 1 | 0.1% |
| Other values (14) | 14 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 1446 | |
| 53 | 1 | 0.1% |
| 80 | 3 | 0.2% |
| 120 | 1 | 0.1% |
| 144 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 572 | 1 | |
| 528 | 1 | |
| 515 | 1 | |
| 514 | 1 | |
| 513 | 1 |
GrLivArea
Real number (ℝ)
| Distinct | 861 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1514.775815 |
| Minimum | 334 |
|---|---|
| Maximum | 5642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 848 |
| Q1 | 1129.5 |
| median | 1461.5 |
| Q3 | 1776.75 |
| 95-th percentile | 2463.8 |
| Maximum | 5642 |
| Range | 5308 |
| Interquartile range (IQR) | 647.25 |
Descriptive statistics
| Standard deviation | 525.0079356 |
|---|---|
| Coefficient of variation (CV) | 0.3465911789 |
| Kurtosis | 4.877415225 |
| Mean | 1514.775815 |
| Median Absolute Deviation (MAD) | 326 |
| Skewness | 1.362015179 |
| Sum | 2229750 |
| Variance | 275633.3324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 22 | 1.5% |
| 1040 | 14 | 1.0% |
| 894 | 11 | 0.7% |
| 1456 | 10 | 0.7% |
| 848 | 10 | 0.7% |
| 912 | 9 | 0.6% |
| 1200 | 9 | 0.6% |
| 1092 | 8 | 0.5% |
| 816 | 8 | 0.5% |
| 630 | 7 | 0.5% |
| Other values (851) | 1364 |
| Value | Count | Frequency (%) |
| 334 | 1 | |
| 438 | 1 | |
| 480 | 1 | |
| 520 | 1 | |
| 605 | 1 |
| Value | Count | Frequency (%) |
| 5642 | 1 | |
| 4676 | 1 | |
| 4476 | 1 | |
| 4316 | 1 | |
| 3627 | 1 |
BsmtFullBath
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.425951087 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 862 |
| Zeros (%) | 58.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5188025933 |
|---|---|
| Coefficient of variation (CV) | 1.217986312 |
| Kurtosis | -0.8497831229 |
| Mean | 0.425951087 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5913425364 |
| Sum | 627 |
| Variance | 0.2691561308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 862 | |
| 1 | 594 | |
| 2 | 15 | 1.0% |
| 3 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 862 | |
| 1 | 594 | |
| 2 | 15 | 1.0% |
| 3 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | 0.1% |
| 2 | 15 | 1.0% |
| 1 | 594 | |
| 0 | 862 |
BsmtHalfBath
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05706521739 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 1390 |
| Zeros (%) | 94.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2378331278 |
|---|---|
| Coefficient of variation (CV) | 4.167742431 |
| Kurtosis | 16.56971761 |
| Mean | 0.05706521739 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.123079583 |
| Sum | 84 |
| Variance | 0.0565645967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1390 | |
| 1 | 80 | 5.4% |
| 2 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1390 | |
| 1 | 80 | 5.4% |
| 2 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 2 | 0.1% |
| 1 | 80 | 5.4% |
| 0 | 1390 |
FullBath
Real number (ℝ)
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.564538043 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 9 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5505506087 |
|---|---|
| Coefficient of variation (CV) | 0.3518933982 |
| Kurtosis | -0.862657888 |
| Mean | 1.564538043 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.03682711232 |
| Sum | 2303 |
| Variance | 0.3031059727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 774 | |
| 1 | 656 | |
| 3 | 33 | 2.2% |
| 0 | 9 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 9 | 0.6% |
| 1 | 656 | |
| 2 | 774 | |
| 3 | 33 | 2.2% |
| Value | Count | Frequency (%) |
| 3 | 33 | 2.2% |
| 2 | 774 | |
| 1 | 656 | |
| 0 | 9 | 0.6% |
HalfBath
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3831521739 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 921 |
| Zeros (%) | 62.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5041649603 |
|---|---|
| Coefficient of variation (CV) | 1.31583479 |
| Kurtosis | -1.034875435 |
| Mean | 0.3831521739 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6874677802 |
| Sum | 564 |
| Variance | 0.2541823072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 921 | |
| 1 | 538 | |
| 2 | 13 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 921 | |
| 1 | 538 | |
| 2 | 13 | 0.9% |
| Value | Count | Frequency (%) |
| 2 | 13 | 0.9% |
| 1 | 538 | |
| 0 | 921 |
BedroomAbvGr
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.864809783 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 6 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8162594572 |
|---|---|
| Coefficient of variation (CV) | 0.2849262322 |
| Kurtosis | 2.204631496 |
| Mean | 2.864809783 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2079485695 |
| Sum | 4217 |
| Variance | 0.6662795015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 809 | |
| 2 | 362 | |
| 4 | 215 | 14.6% |
| 1 | 51 | 3.5% |
| 5 | 21 | 1.4% |
| 6 | 7 | 0.5% |
| 0 | 6 | 0.4% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.4% |
| 1 | 51 | 3.5% |
| 2 | 362 | |
| 3 | 809 | |
| 4 | 215 | 14.6% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 6 | 7 | 0.5% |
| 5 | 21 | 1.4% |
| 4 | 215 | 14.6% |
| 3 | 809 |
KitchenAbvGr
Real number (ℝ)
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.046875 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2208777142 |
|---|---|
| Coefficient of variation (CV) | 0.2109876673 |
| Kurtosis | 21.30719435 |
| Mean | 1.046875 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.469794035 |
| Sum | 1541 |
| Variance | 0.04878696465 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1403 | |
| 2 | 66 | 4.5% |
| 3 | 2 | 0.1% |
| 0 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 1403 | |
| 2 | 66 | 4.5% |
| 3 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.1% |
| 2 | 66 | 4.5% |
| 1 | 1403 | |
| 0 | 1 | 0.1% |
KitchenQual
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | Gd |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| ta | 742 | |
| gd | 589 | |
| ex | 102 | 6.9% |
| fa | 39 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 742 | |
| A | 742 | |
| G | 589 | |
| d | 589 | |
| E | 102 | 3.5% |
| x | 102 | 3.5% |
| F | 39 | 1.3% |
| a | 39 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2214 | |
| Lowercase Letter | 730 | 24.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 742 | |
| A | 742 | |
| G | 589 | |
| E | 102 | 4.6% |
| F | 39 | 1.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 589 | |
| x | 102 | 14.0% |
| a | 39 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2944 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 742 | |
| A | 742 | |
| G | 589 | |
| d | 589 | |
| E | 102 | 3.5% |
| x | 102 | 3.5% |
| F | 39 | 1.3% |
| a | 39 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2944 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 742 | |
| A | 742 | |
| G | 589 | |
| d | 589 | |
| E | 102 | 3.5% |
| x | 102 | 3.5% |
| F | 39 | 1.3% |
| a | 39 | 1.3% |
TotRmsAbvGrd
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.515625 |
| Minimum | 2 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 14 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.624431214 |
|---|---|
| Coefficient of variation (CV) | 0.2493131839 |
| Kurtosis | 0.88201209 |
| Mean | 6.515625 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.670933082 |
| Sum | 9591 |
| Variance | 2.638776768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 406 | |
| 7 | 332 | |
| 5 | 277 | |
| 8 | 188 | |
| 4 | 97 | 6.6% |
| 9 | 76 | 5.2% |
| 10 | 47 | 3.2% |
| 11 | 18 | 1.2% |
| 3 | 18 | 1.2% |
| 12 | 11 | 0.7% |
| Other values (2) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 3 | 18 | 1.2% |
| 4 | 97 | 6.6% |
| 5 | 277 | |
| 6 | 406 |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.1% |
| 12 | 11 | 0.7% |
| 11 | 18 | 1.2% |
| 10 | 47 | |
| 9 | 76 |
Functional
Text
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.058423913 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Typ |
|---|---|
| 2nd row | Typ |
| 3rd row | Typ |
| 4th row | Typ |
| 5th row | Typ |
| Value | Count | Frequency (%) |
| typ | 1370 | |
| min2 | 35 | 2.4% |
| min1 | 32 | 2.2% |
| mod | 15 | 1.0% |
| maj1 | 14 | 1.0% |
| maj2 | 5 | 0.3% |
| sev | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1370 | |
| y | 1370 | |
| p | 1370 | |
| M | 101 | 2.2% |
| i | 67 | 1.5% |
| n | 67 | 1.5% |
| 1 | 46 | 1.0% |
| 2 | 40 | 0.9% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| Other values (5) | 33 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2944 | |
| Uppercase Letter | 1472 | |
| Decimal Number | 86 | 1.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| y | 1370 | |
| p | 1370 | |
| i | 67 | 2.3% |
| n | 67 | 2.3% |
| a | 19 | 0.6% |
| j | 19 | 0.6% |
| o | 15 | 0.5% |
| d | 15 | 0.5% |
| e | 1 | < 0.1% |
| v | 1 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 1370 | |
| M | 101 | 6.9% |
| S | 1 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 46 | |
| 2 | 40 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4416 | |
| Common | 86 | 1.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 1370 | |
| y | 1370 | |
| p | 1370 | |
| M | 101 | 2.3% |
| i | 67 | 1.5% |
| n | 67 | 1.5% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| o | 15 | 0.3% |
| d | 15 | 0.3% |
| Other values (3) | 3 | 0.1% |
Common
| Value | Count | Frequency (%) |
| 1 | 46 | |
| 2 | 40 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4502 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 1370 | |
| y | 1370 | |
| p | 1370 | |
| M | 101 | 2.2% |
| i | 67 | 1.5% |
| n | 67 | 1.5% |
| 1 | 46 | 1.0% |
| 2 | 40 | 0.9% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| Other values (5) | 33 | 0.7% |
Fireplaces
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6120923913 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 698 |
| Zeros (%) | 47.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6458068249 |
|---|---|
| Coefficient of variation (CV) | 1.055080628 |
| Kurtosis | -0.2221326574 |
| Mean | 0.6120923913 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.6542598308 |
| Sum | 901 |
| Variance | 0.4170664551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 698 | |
| 1 | 652 | |
| 2 | 117 | 7.9% |
| 3 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 698 | |
| 1 | 652 | |
| 2 | 117 | 7.9% |
| 3 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 3 | 5 | 0.3% |
| 2 | 117 | 7.9% |
| 1 | 652 | |
| 0 | 698 |
FireplaceQu
Text
Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 698 |
| Missing (%) | 47.4% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| gd | 382 | |
| ta | 315 | |
| fa | 33 | 4.3% |
| ex | 24 | 3.1% |
| po | 20 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 382 | |
| d | 382 | |
| T | 315 | |
| A | 315 | |
| F | 33 | 2.1% |
| a | 33 | 2.1% |
| E | 24 | 1.6% |
| x | 24 | 1.6% |
| P | 20 | 1.3% |
| o | 20 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1089 | |
| Lowercase Letter | 459 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 382 | |
| T | 315 | |
| A | 315 | |
| F | 33 | 3.0% |
| E | 24 | 2.2% |
| P | 20 | 1.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 382 | |
| a | 33 | 7.2% |
| x | 24 | 5.2% |
| o | 20 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1548 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 382 | |
| d | 382 | |
| T | 315 | |
| A | 315 | |
| F | 33 | 2.1% |
| a | 33 | 2.1% |
| E | 24 | 1.6% |
| x | 24 | 1.6% |
| P | 20 | 1.3% |
| o | 20 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1548 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| G | 382 | |
| d | 382 | |
| T | 315 | |
| A | 315 | |
| F | 33 | 2.1% |
| a | 33 | 2.1% |
| E | 24 | 1.6% |
| x | 24 | 1.6% |
| P | 20 | 1.3% |
| o | 20 | 1.3% |
GarageType
Text
Missing 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 84 |
| Missing (%) | 5.7% |
| Memory size | 11.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.084293948 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Attchd |
|---|---|
| 2nd row | Attchd |
| 3rd row | Attchd |
| 4th row | Detchd |
| 5th row | Attchd |
| Value | Count | Frequency (%) |
| attchd | 877 | |
| detchd | 388 | |
| builtin | 88 | 6.3% |
| basment | 20 | 1.4% |
| carport | 9 | 0.6% |
| 2types | 6 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 2259 | |
| c | 1265 | |
| h | 1265 | |
| d | 1265 | |
| A | 877 | 10.4% |
| e | 414 | 4.9% |
| D | 388 | 4.6% |
| n | 108 | 1.3% |
| B | 108 | 1.3% |
| u | 88 | 1.0% |
| Other values (14) | 408 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6954 | |
| Uppercase Letter | 1485 | 17.6% |
| Decimal Number | 6 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 2259 | |
| c | 1265 | |
| h | 1265 | |
| d | 1265 | |
| e | 414 | 6.0% |
| n | 108 | 1.6% |
| u | 88 | 1.3% |
| i | 88 | 1.3% |
| l | 88 | 1.3% |
| a | 29 | 0.4% |
| Other values (6) | 85 | 1.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 877 | |
| D | 388 | |
| B | 108 | 7.3% |
| I | 88 | 5.9% |
| C | 9 | 0.6% |
| P | 9 | 0.6% |
| T | 6 | 0.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8439 | |
| Common | 6 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 2259 | |
| c | 1265 | |
| h | 1265 | |
| d | 1265 | |
| A | 877 | 10.4% |
| e | 414 | 4.9% |
| D | 388 | 4.6% |
| n | 108 | 1.3% |
| B | 108 | 1.3% |
| u | 88 | 1.0% |
| Other values (13) | 402 | 4.8% |
Common
| Value | Count | Frequency (%) |
| 2 | 6 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8445 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 2259 | |
| c | 1265 | |
| h | 1265 | |
| d | 1265 | |
| A | 877 | 10.4% |
| e | 414 | 4.9% |
| D | 388 | 4.6% |
| n | 108 | 1.3% |
| B | 108 | 1.3% |
| u | 88 | 1.0% |
| Other values (14) | 408 | 4.8% |
GarageYrBlt
Real number (ℝ)
Missing 
| Distinct | 97 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 84 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1978.501441 |
| Minimum | 1900 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1930 |
| Q1 | 1961 |
| median | 1980 |
| Q3 | 2002 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 110 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 24.69512731 |
|---|---|
| Coefficient of variation (CV) | 0.0124817333 |
| Kurtosis | -0.4278233831 |
| Mean | 1978.501441 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.6457367112 |
| Sum | 2746160 |
| Variance | 609.849313 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2005 | 66 | 4.5% |
| 2006 | 59 | 4.0% |
| 2004 | 54 | 3.7% |
| 2003 | 50 | 3.4% |
| 2007 | 49 | 3.3% |
| 1977 | 35 | 2.4% |
| 1999 | 31 | 2.1% |
| 1998 | 31 | 2.1% |
| 2008 | 30 | 2.0% |
| 1976 | 29 | 2.0% |
| Other values (87) | 954 | |
| (Missing) | 84 | 5.7% |
| Value | Count | Frequency (%) |
| 1900 | 1 | 0.1% |
| 1906 | 1 | 0.1% |
| 1908 | 1 | 0.1% |
| 1910 | 3 | |
| 1914 | 2 |
| Value | Count | Frequency (%) |
| 2010 | 3 | 0.2% |
| 2009 | 21 | 1.4% |
| 2008 | 30 | |
| 2007 | 49 | |
| 2006 | 59 |
GarageFinish
Text
Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 84 |
| Missing (%) | 5.7% |
| Memory size | 11.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RFn |
|---|---|
| 2nd row | RFn |
| 3rd row | RFn |
| 4th row | Unf |
| 5th row | RFn |
| Value | Count | Frequency (%) |
| unf | 608 | |
| rfn | 425 | |
| fin | 355 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1388 | |
| F | 780 | |
| U | 608 | |
| f | 608 | |
| R | 425 | 10.2% |
| i | 355 | 8.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2351 | |
| Uppercase Letter | 1813 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1388 | |
| f | 608 | |
| i | 355 | 15.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 780 | |
| U | 608 | |
| R | 425 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4164 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 1388 | |
| F | 780 | |
| U | 608 | |
| f | 608 | |
| R | 425 | 10.2% |
| i | 355 | 8.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4164 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 1388 | |
| F | 780 | |
| U | 608 | |
| f | 608 | |
| R | 425 | 10.2% |
| i | 355 | 8.5% |
GarageCars
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.762907609 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 84 |
| Zeros (%) | 5.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.750370294 |
|---|---|
| Coefficient of variation (CV) | 0.4256435733 |
| Kurtosis | 0.2058011051 |
| Mean | 1.762907609 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.3452217482 |
| Sum | 2595 |
| Variance | 0.5630555781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 828 | |
| 1 | 373 | |
| 3 | 182 | 12.4% |
| 0 | 84 | 5.7% |
| 4 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 84 | 5.7% |
| 1 | 373 | |
| 2 | 828 | |
| 3 | 182 | 12.4% |
| 4 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 4 | 5 | 0.3% |
| 3 | 182 | 12.4% |
| 2 | 828 | |
| 1 | 373 | |
| 0 | 84 | 5.7% |
GarageArea
Real number (ℝ)
Zeros 
| Distinct | 441 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 471.7581522 |
| Minimum | 0 |
|---|---|
| Maximum | 1418 |
| Zeros | 84 |
| Zeros (%) | 5.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 326.75 |
| median | 478 |
| Q3 | 576 |
| 95-th percentile | 847.8 |
| Maximum | 1418 |
| Range | 1418 |
| Interquartile range (IQR) | 249.25 |
Descriptive statistics
| Standard deviation | 214.4617627 |
|---|---|
| Coefficient of variation (CV) | 0.4546010741 |
| Kurtosis | 0.8978280831 |
| Mean | 471.7581522 |
| Median Absolute Deviation (MAD) | 118 |
| Skewness | 0.1732881935 |
| Sum | 694428 |
| Variance | 45993.84766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 84 | 5.7% |
| 440 | 49 | 3.3% |
| 576 | 47 | 3.2% |
| 240 | 39 | 2.6% |
| 484 | 34 | 2.3% |
| 528 | 33 | 2.2% |
| 288 | 27 | 1.8% |
| 400 | 26 | 1.8% |
| 480 | 24 | 1.6% |
| 264 | 24 | 1.6% |
| Other values (431) | 1085 |
| Value | Count | Frequency (%) |
| 0 | 84 | |
| 160 | 2 | 0.1% |
| 164 | 1 | 0.1% |
| 180 | 9 | 0.6% |
| 186 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1418 | 1 | |
| 1390 | 1 | |
| 1356 | 1 | |
| 1248 | 1 | |
| 1220 | 1 |
GarageQual
Text
Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 84 |
| Missing (%) | 5.7% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 1319 | |
| fa | 49 | 3.5% |
| gd | 14 | 1.0% |
| ex | 3 | 0.2% |
| po | 3 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1319 | |
| A | 1319 | |
| F | 49 | 1.8% |
| a | 49 | 1.8% |
| G | 14 | 0.5% |
| d | 14 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2707 | |
| Lowercase Letter | 69 | 2.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 1319 | |
| A | 1319 | |
| F | 49 | 1.8% |
| G | 14 | 0.5% |
| E | 3 | 0.1% |
| P | 3 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 49 | |
| d | 14 | 20.3% |
| x | 3 | 4.3% |
| o | 3 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2776 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 1319 | |
| A | 1319 | |
| F | 49 | 1.8% |
| a | 49 | 1.8% |
| G | 14 | 0.5% |
| d | 14 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2776 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 1319 | |
| A | 1319 | |
| F | 49 | 1.8% |
| a | 49 | 1.8% |
| G | 14 | 0.5% |
| d | 14 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
GarageCond
Text
Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 84 |
| Missing (%) | 5.7% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 1335 | |
| fa | 35 | 2.5% |
| gd | 9 | 0.6% |
| po | 7 | 0.5% |
| ex | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1335 | |
| A | 1335 | |
| F | 35 | 1.3% |
| a | 35 | 1.3% |
| G | 9 | 0.3% |
| d | 9 | 0.3% |
| P | 7 | 0.3% |
| o | 7 | 0.3% |
| E | 2 | 0.1% |
| x | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2723 | |
| Lowercase Letter | 53 | 1.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 1335 | |
| A | 1335 | |
| F | 35 | 1.3% |
| G | 9 | 0.3% |
| P | 7 | 0.3% |
| E | 2 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 35 | |
| d | 9 | 17.0% |
| o | 7 | 13.2% |
| x | 2 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2776 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 1335 | |
| A | 1335 | |
| F | 35 | 1.3% |
| a | 35 | 1.3% |
| G | 9 | 0.3% |
| d | 9 | 0.3% |
| P | 7 | 0.3% |
| o | 7 | 0.3% |
| E | 2 | 0.1% |
| x | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2776 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 1335 | |
| A | 1335 | |
| F | 35 | 1.3% |
| a | 35 | 1.3% |
| G | 9 | 0.3% |
| d | 9 | 0.3% |
| P | 7 | 0.3% |
| o | 7 | 0.3% |
| E | 2 | 0.1% |
| x | 2 | 0.1% |
PavedDrive
Text
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
| Value | Count | Frequency (%) |
| y | 1352 | |
| n | 90 | 6.1% |
| p | 30 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 1352 | |
| N | 90 | 6.1% |
| P | 30 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1472 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 1352 | |
| N | 90 | 6.1% |
| P | 30 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1472 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| Y | 1352 | |
| N | 90 | 6.1% |
| P | 30 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| Y | 1352 | |
| N | 90 | 6.1% |
| P | 30 | 2.0% |
WoodDeckSF
Real number (ℝ)
Zeros 
| Distinct | 274 |
|---|---|
| Distinct (%) | 18.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.62228261 |
| Minimum | 0 |
|---|---|
| Maximum | 857 |
| Zeros | 767 |
| Zeros (%) | 52.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 168 |
| 95-th percentile | 337.25 |
| Maximum | 857 |
| Range | 857 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 126.493815 |
|---|---|
| Coefficient of variation (CV) | 1.336829038 |
| Kurtosis | 3.189962504 |
| Mean | 94.62228261 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.577820425 |
| Sum | 139284 |
| Variance | 16000.68524 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 767 | |
| 192 | 38 | 2.6% |
| 100 | 36 | 2.4% |
| 144 | 33 | 2.2% |
| 120 | 31 | 2.1% |
| 168 | 29 | 2.0% |
| 140 | 15 | 1.0% |
| 224 | 14 | 1.0% |
| 208 | 10 | 0.7% |
| 240 | 10 | 0.7% |
| Other values (264) | 489 |
| Value | Count | Frequency (%) |
| 0 | 767 | |
| 12 | 2 | 0.1% |
| 24 | 2 | 0.1% |
| 26 | 2 | 0.1% |
| 28 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 857 | 1 | |
| 736 | 2 | |
| 728 | 1 | |
| 670 | 1 | |
| 668 | 1 |
OpenPorchSF
Real number (ℝ)
Zeros 
| Distinct | 202 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.59918478 |
| Minimum | 0 |
|---|---|
| Maximum | 547 |
| Zeros | 659 |
| Zeros (%) | 44.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 25 |
| Q3 | 68 |
| 95-th percentile | 174.45 |
| Maximum | 547 |
| Range | 547 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 66.05045925 |
|---|---|
| Coefficient of variation (CV) | 1.417416626 |
| Kurtosis | 8.548845749 |
| Mean | 46.59918478 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.369723616 |
| Sum | 68594 |
| Variance | 4362.663167 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 659 | |
| 36 | 30 | 2.0% |
| 48 | 22 | 1.5% |
| 20 | 21 | 1.4% |
| 40 | 20 | 1.4% |
| 45 | 20 | 1.4% |
| 24 | 17 | 1.2% |
| 60 | 16 | 1.1% |
| 30 | 16 | 1.1% |
| 28 | 15 | 1.0% |
| Other values (192) | 636 |
| Value | Count | Frequency (%) |
| 0 | 659 | |
| 4 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 547 | 1 | |
| 523 | 1 | |
| 502 | 1 | |
| 418 | 1 | |
| 406 | 1 |
EnclosedPorch
Real number (ℝ)
Zeros 
| Distinct | 120 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.85122283 |
| Minimum | 0 |
|---|---|
| Maximum | 552 |
| Zeros | 1263 |
| Zeros (%) | 85.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 180 |
| Maximum | 552 |
| Range | 552 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 60.94409301 |
|---|---|
| Coefficient of variation (CV) | 2.789047254 |
| Kurtosis | 10.49887576 |
| Mean | 21.85122283 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.098032978 |
| Sum | 32165 |
| Variance | 3714.182473 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1263 | |
| 112 | 16 | 1.1% |
| 96 | 6 | 0.4% |
| 192 | 5 | 0.3% |
| 144 | 5 | 0.3% |
| 120 | 5 | 0.3% |
| 216 | 5 | 0.3% |
| 156 | 4 | 0.3% |
| 116 | 4 | 0.3% |
| 252 | 4 | 0.3% |
| Other values (110) | 155 | 10.5% |
| Value | Count | Frequency (%) |
| 0 | 1263 | |
| 19 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 552 | 1 | |
| 386 | 1 | |
| 330 | 1 | |
| 318 | 1 | |
| 301 | 1 |
3SsnPorch
Real number (ℝ)
Zeros 
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.381793478 |
| Minimum | 0 |
|---|---|
| Maximum | 508 |
| Zeros | 1448 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 508 |
| Range | 508 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 29.19911521 |
|---|---|
| Coefficient of variation (CV) | 8.634210042 |
| Kurtosis | 124.7112979 |
| Mean | 3.381793478 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.34764968 |
| Sum | 4978 |
| Variance | 852.5883291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1448 | |
| 168 | 3 | 0.2% |
| 144 | 2 | 0.1% |
| 180 | 2 | 0.1% |
| 216 | 2 | 0.1% |
| 290 | 1 | 0.1% |
| 153 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 23 | 1 | 0.1% |
| 162 | 1 | 0.1% |
| Other values (10) | 10 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 1448 | |
| 23 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 130 | 1 | 0.1% |
| 140 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 508 | 1 | |
| 407 | 1 | |
| 320 | 1 | |
| 304 | 1 | |
| 290 | 1 |
ScreenPorch
Real number (ℝ)
Zeros 
| Distinct | 76 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.93817935 |
| Minimum | 0 |
|---|---|
| Maximum | 480 |
| Zeros | 1356 |
| Zeros (%) | 92.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 160 |
| Maximum | 480 |
| Range | 480 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 55.54604642 |
|---|---|
| Coefficient of variation (CV) | 3.718394667 |
| Kurtosis | 18.62579653 |
| Mean | 14.93817935 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.141869687 |
| Sum | 21989 |
| Variance | 3085.363273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1356 | |
| 192 | 6 | 0.4% |
| 120 | 5 | 0.3% |
| 224 | 5 | 0.3% |
| 189 | 4 | 0.3% |
| 180 | 4 | 0.3% |
| 147 | 3 | 0.2% |
| 90 | 3 | 0.2% |
| 160 | 3 | 0.2% |
| 144 | 3 | 0.2% |
| Other values (66) | 80 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 1356 | |
| 40 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 60 | 1 | 0.1% |
| 63 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 480 | 1 | |
| 440 | 1 | |
| 410 | 1 | |
| 396 | 1 | |
| 385 | 1 |
PoolArea
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.736413043 |
| Minimum | 0 |
|---|---|
| Maximum | 738 |
| Zeros | 1465 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 738 |
| Range | 738 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 40.01386341 |
|---|---|
| Coefficient of variation (CV) | 14.62274254 |
| Kurtosis | 225.1379799 |
| Mean | 2.736413043 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.88988936 |
| Sum | 4028 |
| Variance | 1601.109265 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1465 | |
| 512 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 738 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1465 | |
| 480 | 1 | 0.1% |
| 512 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 738 | 1 | |
| 648 | 1 | |
| 576 | 1 | |
| 555 | 1 | |
| 519 | 1 |
PoolQC
Text
Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 42.9% |
| Missing | 1465 |
| Missing (%) | 99.5% |
| Memory size | 11.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ex |
|---|---|
| 2nd row | Fa |
| 3rd row | Gd |
| 4th row | Ex |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| gd | 3 | |
| ex | 2 | |
| fa | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 3 | |
| d | 3 | |
| E | 2 | |
| x | 2 | |
| F | 2 | |
| a | 2 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 7 | |
| Lowercase Letter | 7 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 3 | |
| E | 2 | |
| F | 2 |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 3 | |
| x | 2 | |
| a | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 3 | |
| d | 3 | |
| E | 2 | |
| x | 2 | |
| F | 2 | |
| a | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| G | 3 | |
| d | 3 | |
| E | 2 | |
| x | 2 | |
| F | 2 | |
| a | 2 |
Fence
Text
Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 1188 |
| Missing (%) | 80.7% |
| Memory size | 11.6 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.767605634 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MnPrv |
|---|---|
| 2nd row | GdWo |
| 3rd row | GdPrv |
| 4th row | MnPrv |
| 5th row | GdPrv |
| Value | Count | Frequency (%) |
| mnprv | 158 | |
| gdprv | 60 | 21.1% |
| gdwo | 55 | 19.4% |
| mnww | 11 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 218 | |
| r | 218 | |
| v | 218 | |
| M | 169 | |
| n | 169 | |
| G | 115 | |
| d | 115 | |
| W | 66 | 4.9% |
| o | 55 | 4.1% |
| w | 11 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 786 | |
| Uppercase Letter | 568 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 218 | |
| v | 218 | |
| n | 169 | |
| d | 115 | |
| o | 55 | 7.0% |
| w | 11 | 1.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 218 | |
| M | 169 | |
| G | 115 | |
| W | 66 | 11.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1354 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| P | 218 | |
| r | 218 | |
| v | 218 | |
| M | 169 | |
| n | 169 | |
| G | 115 | |
| d | 115 | |
| W | 66 | 4.9% |
| o | 55 | 4.1% |
| w | 11 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| P | 218 | |
| r | 218 | |
| v | 218 | |
| M | 169 | |
| n | 169 | |
| G | 115 | |
| d | 115 | |
| W | 66 | 4.9% |
| o | 55 | 4.1% |
| w | 11 | 0.8% |
MiscFeature
Text
Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 1417 |
| Missing (%) | 96.3% |
| Memory size | 11.6 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.8% |
Sample
| 1st row | Shed |
|---|---|
| 2nd row | Shed |
| 3rd row | Shed |
| 4th row | Shed |
| 5th row | Shed |
| Value | Count | Frequency (%) |
| shed | 50 | |
| gar2 | 2 | 3.6% |
| othr | 2 | 3.6% |
| tenc | 1 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| h | 52 | |
| e | 51 | |
| S | 50 | |
| d | 50 | |
| r | 4 | 1.8% |
| G | 2 | 0.9% |
| a | 2 | 0.9% |
| 2 | 2 | 0.9% |
| O | 2 | 0.9% |
| t | 2 | 0.9% |
| Other values (3) | 3 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 162 | |
| Uppercase Letter | 56 | 25.5% |
| Decimal Number | 2 | 0.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| h | 52 | |
| e | 51 | |
| d | 50 | |
| r | 4 | 2.5% |
| a | 2 | 1.2% |
| t | 2 | 1.2% |
| n | 1 | 0.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 50 | |
| G | 2 | 3.6% |
| O | 2 | 3.6% |
| T | 1 | 1.8% |
| C | 1 | 1.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 218 | |
| Common | 2 | 0.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| h | 52 | |
| e | 51 | |
| S | 50 | |
| d | 50 | |
| r | 4 | 1.8% |
| G | 2 | 0.9% |
| a | 2 | 0.9% |
| O | 2 | 0.9% |
| t | 2 | 0.9% |
| T | 1 | 0.5% |
| Other values (2) | 2 | 0.9% |
Common
| Value | Count | Frequency (%) |
| 2 | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 220 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| h | 52 | |
| e | 51 | |
| S | 50 | |
| d | 50 | |
| r | 4 | 1.8% |
| G | 2 | 0.9% |
| a | 2 | 0.9% |
| 2 | 2 | 0.9% |
| O | 2 | 0.9% |
| t | 2 | 0.9% |
| Other values (3) | 3 | 1.4% |
MiscVal
Real number (ℝ)
Skewed  Zeros 
| Distinct | 21 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.83288043 |
| Minimum | 0 |
|---|---|
| Maximum | 15500 |
| Zeros | 1419 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15500 |
| Range | 15500 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 498.2416498 |
|---|---|
| Coefficient of variation (CV) | 11.11330891 |
| Kurtosis | 683.5793187 |
| Mean | 44.83288043 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.04195078 |
| Sum | 65994 |
| Variance | 248244.7416 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1419 | |
| 400 | 11 | 0.7% |
| 500 | 8 | 0.5% |
| 700 | 5 | 0.3% |
| 450 | 4 | 0.3% |
| 600 | 4 | 0.3% |
| 2000 | 4 | 0.3% |
| 1200 | 2 | 0.1% |
| 480 | 2 | 0.1% |
| 2500 | 2 | 0.1% |
| Other values (11) | 11 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 1419 | |
| 54 | 1 | 0.1% |
| 350 | 1 | 0.1% |
| 400 | 11 | 0.7% |
| 450 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 15500 | 1 | 0.1% |
| 8300 | 1 | 0.1% |
| 3500 | 1 | 0.1% |
| 2500 | 2 | |
| 2000 | 4 |
MoSold
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.320652174 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.699881934 |
|---|---|
| Coefficient of variation (CV) | 0.4271524298 |
| Kurtosis | -0.4023985218 |
| Mean | 6.320652174 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2117822911 |
| Sum | 9304 |
| Variance | 7.289362457 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 254 | |
| 7 | 235 | |
| 5 | 208 | |
| 4 | 142 | |
| 8 | 124 | |
| 3 | 106 | |
| 10 | 90 | 6.1% |
| 11 | 79 | 5.4% |
| 9 | 64 | 4.3% |
| 12 | 59 | 4.0% |
| Other values (2) | 111 |
| Value | Count | Frequency (%) |
| 1 | 58 | 3.9% |
| 2 | 53 | 3.6% |
| 3 | 106 | |
| 4 | 142 | |
| 5 | 208 |
| Value | Count | Frequency (%) |
| 12 | 59 | |
| 11 | 79 | |
| 10 | 90 | |
| 9 | 64 | |
| 8 | 124 |
YrSold
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007.817935 |
| Minimum | 2006 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 2006 |
|---|---|
| 5-th percentile | 2006 |
| Q1 | 2007 |
| median | 2008 |
| Q3 | 2009 |
| 95-th percentile | 2010 |
| Maximum | 2010 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.330295051 |
|---|---|
| Coefficient of variation (CV) | 0.0006625576095 |
| Kurtosis | -1.194474815 |
| Mean | 2007.817935 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.09505857233 |
| Sum | 2955508 |
| Variance | 1.769684923 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2009 | 341 | |
| 2007 | 331 | |
| 2006 | 317 | |
| 2008 | 305 | |
| 2010 | 178 |
| Value | Count | Frequency (%) |
| 2006 | 317 | |
| 2007 | 331 | |
| 2008 | 305 | |
| 2009 | 341 | |
| 2010 | 178 |
| Value | Count | Frequency (%) |
| 2010 | 178 | |
| 2009 | 341 | |
| 2008 | 305 | |
| 2007 | 331 | |
| 2006 | 317 |
SaleType
Text
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.157608696 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WD |
|---|---|
| 2nd row | WD |
| 3rd row | WD |
| 4th row | WD |
| 5th row | WD |
| Value | Count | Frequency (%) |
| wd | 1278 | |
| new | 123 | 8.4% |
| cod | 43 | 2.9% |
| conld | 9 | 0.6% |
| conli | 5 | 0.3% |
| conlw | 5 | 0.3% |
| cwd | 4 | 0.3% |
| oth | 3 | 0.2% |
| con | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 1334 | |
| W | 1282 | |
| w | 128 | 4.0% |
| N | 123 | 3.9% |
| e | 123 | 3.9% |
| C | 68 | 2.1% |
| O | 46 | 1.4% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2877 | |
| Lowercase Letter | 299 | 9.4% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 1334 | |
| W | 1282 | |
| N | 123 | 4.3% |
| C | 68 | 2.4% |
| O | 46 | 1.6% |
| L | 19 | 0.7% |
| I | 5 | 0.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| w | 128 | |
| e | 123 | |
| o | 21 | 7.0% |
| n | 21 | 7.0% |
| t | 3 | 1.0% |
| h | 3 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3176 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| D | 1334 | |
| W | 1282 | |
| w | 128 | 4.0% |
| N | 123 | 3.9% |
| e | 123 | 3.9% |
| C | 68 | 2.1% |
| O | 46 | 1.4% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| D | 1334 | |
| W | 1282 | |
| w | 128 | 4.0% |
| N | 123 | 3.9% |
| e | 123 | 3.9% |
| C | 68 | 2.1% |
| O | 46 | 1.4% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.3% |
SaleCondition
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.158288043 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Abnorml |
| 5th row | Normal |
| Value | Count | Frequency (%) |
| normal | 1207 | |
| partial | 126 | 8.6% |
| abnorml | 103 | 7.0% |
| family | 20 | 1.4% |
| alloca | 12 | 0.8% |
| adjland | 4 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1495 | |
| l | 1480 | |
| r | 1436 | |
| m | 1330 | |
| o | 1322 | |
| N | 1207 | |
| i | 146 | 1.6% |
| P | 126 | 1.4% |
| t | 126 | 1.4% |
| A | 119 | 1.3% |
| Other values (8) | 278 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7589 | |
| Uppercase Letter | 1476 | 16.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1495 | |
| l | 1480 | |
| r | 1436 | |
| m | 1330 | |
| o | 1322 | |
| i | 146 | 1.9% |
| t | 126 | 1.7% |
| n | 107 | 1.4% |
| b | 103 | 1.4% |
| y | 20 | 0.3% |
| Other values (3) | 24 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1207 | |
| P | 126 | 8.5% |
| A | 119 | 8.1% |
| F | 20 | 1.4% |
| L | 4 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9065 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1495 | |
| l | 1480 | |
| r | 1436 | |
| m | 1330 | |
| o | 1322 | |
| N | 1207 | |
| i | 146 | 1.6% |
| P | 126 | 1.4% |
| t | 126 | 1.4% |
| A | 119 | 1.3% |
| Other values (8) | 278 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9065 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1495 | |
| l | 1480 | |
| r | 1436 | |
| m | 1330 | |
| o | 1322 | |
| N | 1207 | |
| i | 146 | 1.6% |
| P | 126 | 1.4% |
| t | 126 | 1.4% |
| A | 119 | 1.3% |
| Other values (8) | 278 | 3.1% |
SalePrice
Real number (ℝ)
| Distinct | 663 |
|---|---|
| Distinct (%) | 45.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180793.248 |
| Minimum | 34900 |
|---|---|
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 34900 |
|---|---|
| 5-th percentile | 88000 |
| Q1 | 129975 |
| median | 163000 |
| Q3 | 214000 |
| 95-th percentile | 325793.2 |
| Maximum | 755000 |
| Range | 720100 |
| Interquartile range (IQR) | 84025 |
Descriptive statistics
| Standard deviation | 79320.98214 |
|---|---|
| Coefficient of variation (CV) | 0.4387386312 |
| Kurtosis | 6.534696908 |
| Mean | 180793.248 |
| Median Absolute Deviation (MAD) | 38000 |
| Skewness | 1.880511671 |
| Sum | 266127661 |
| Variance | 6291818207 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 140000 | 20 | 1.4% |
| 135000 | 17 | 1.2% |
| 145000 | 15 | 1.0% |
| 155000 | 14 | 1.0% |
| 110000 | 13 | 0.9% |
| 190000 | 13 | 0.9% |
| 115000 | 12 | 0.8% |
| 160000 | 12 | 0.8% |
| 139000 | 11 | 0.7% |
| 130000 | 11 | 0.7% |
| Other values (653) | 1334 |
| Value | Count | Frequency (%) |
| 34900 | 1 | |
| 35311 | 1 | |
| 37900 | 1 | |
| 39300 | 1 | |
| 40000 | 1 |
| Value | Count | Frequency (%) |
| 755000 | 1 | |
| 745000 | 1 | |
| 625000 | 1 | |
| 611657 | 1 | |
| 582933 | 1 |